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Bentley Bootcamp — People Directory

April 1, 2026 • LaCava Executive Dining Room • 21 People

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21 people
The Convergence Stack & Network Map 2026 Digital Infrastructure Convergence Stack Strategic Network Map Causal Dependency Chain Career Bridge Minimum Viable Investment Bank Roundtable Strategy 6-Month Pipeline
Priority Targets
Rob Sarnie
Rob Sarnie
Professor of Practice of Finance; Director, WPI FinTech Collaborative
high Confirmed
“Rob — great to see you. The Houlihan episode on 'Fintech is FinLife' really stuck with me.”
23 yrs Fidelity → WPI FinTech Director → MFTH co-lead
Knows you as mentor. Warm rapport. Gatekeeper to MA fintech ecosystem
Ask about: next podcast guest, post-bootcamp mentor involvement
🤝 Already knows you as mentor in MFTH program. Direct rapport established.
LinkedIn Profile
organizermentorfidelity-alumniangel-investorpodcast-host
Full Intel
Background
  • 23 years at Fidelity Investments — VP Strategy & Planning, VP HR Systems, VP Finance/Procurement/Accounting Systems
  • Built WPI's Fintech Program into first US university with FinTech at all degree levels (BS, MS, PhD)
  • Director of WPI Wall Street FinTech Project Center
  • Angel investor at Wire Group
Key Philosophies
  • "Your questions tell me more about you than your answers"
  • "Scan-Try-Scale" — learned at Fidelity: quick scan, small try, scale if it works
  • "Solve unmet needs, not just problems"
Conversation Starters
Your 'Fintech is FinLife' framing from the Houlihan episode — UCW is exactly that: cognitive value touches every life-financial intersection. Not just banking, but how you think, learn, create.
Your Scan-Try-Scale framework resonates — I apply similar philosophy with AI agents: ship small, verify fast.
Chris Houlihan's 35 years at Fidelity then MassChallenge — that pipeline from corporate to ecosystem is the path I'm watching. Who else has made that transition well?
Strategic Value

Gatekeeper to entire MA fintech ecosystem. His endorsement opens doors to Fidelity alumni, VCs (Vestigo, BPS), and academic partnerships. His 'Fintech is FinLife' narrative frames UCW perfectly — cognitive value IS a life-financial intersection.

Aaron Geller
Aaron Geller
VP of Sales, Allium ($21.5M raised, Theory Ventures + Kleiner Perkins)
high Confirmed
“Aaron — Allium decoding the Lazarus Group's $400M Bybit laundering is the ultimate stress test. That's forensic intelligence, not just data.”
Panel 2. VP Sales at Allium. $21.5M total raised (Series A: Theory Ventures, Kleiner Perkins, Uniswap Foundation). 150+ chains, 1,000+ schemas
Clients: Bloomberg Terminal integration, Visa Onchain Dashboard, Stripe fraud detection, Grayscale ETF research. Decoded $1.46B Bybit hack
Ask about: Product-Led Sales (PLS) methodology, how he scaled QuickNode/DigitalOcean revenue, Allium's Double Entry Book for blockchain accounting
🤝 New connection. Panel 2 panelist. Bentley alum. Company just raised $16.5M — riding momentum.
LinkedIn Profile
speakerpanel-2data-infrastructurealliumrevenue
Full Intel
Background
  • VP of Sales at Allium — 'system of record for on-chain finance.' 150+ blockchains, 1,000+ decoded cross-chain schemas, 30+ petabytes historical data
  • Allium raised $16.5M Series A (July 2024, led by Theory Ventures/Tomasz Tunguz) + $4.75M seed (Oct 2022) = $21.5M total. Investors: Kleiner Perkins, Amplify, Uniswap Foundation
  • Theory Ventures thesis: 'Allium is to blockchain what Bloomberg is to legacy finance and Google is to the web' — Tunguz on Allium's board
  • Decoded Lazarus Group's $400M laundering from $1.46B Bybit hack (Feb 2025) — cross-chain state tracking, DeFi obfuscation mapping, 10,000+ decoded DEX schemas
Key Philosophies
  • Data infrastructure as the foundation for institutional blockchain adoption
  • Forensic intelligence capability proves data quality — Lazarus Group tracking is the ultimate stress test
  • Enterprise sales perspective — knows what makes institutions actually buy data products
Conversation Starters
Tunguz called Allium 'Bloomberg for blockchain, Google for the web.' You built the Visa Onchain Dashboard and integrated into the Bloomberg Terminal — I led ops on $30M+ in cloud marketplace revenue at Contentsquare. Same enterprise data motion, different layer. How did the Visa deal close?
The Lazarus forensics — cross-chain state tracking through DeFi obfuscation. UCW does similar graph traversal across 12.15M cognitive edges. Have you thought about applying Allium's schemas to AI agent transaction data?
Your PLS methodology — PQLs from product telemetry, land-and-expand from dev API to 6-7 figure Datashares. That's exactly how I'd GTM UCW. What signal tells you a dev user is ready for the enterprise conversation?
0.000011% deviation from ground truth — Big 4 audit grade. UCW needs the same data fidelity standard for cognitive provenance. Is there a certification path for that level of accuracy?
Strategic Value

UPGRADED. $21.5M raised (Theory/Kleiner/Uniswap). Bloomberg Terminal + Visa Dashboard + Stripe fraud + Grayscale ETF = apex institutional data clients. Tunguz on board (ex-Redpoint, led Looker/Dune investments). Lazarus forensics = proven at highest stakes. His PLS/PQL GTM methodology is exactly what UCW needs to learn. Double Entry Book accounting innovation. 0.000011% accuracy = institutional trust standard. Bentley alum. Direct parallel: he sells data infrastructure to enterprises, UCW will too.

Anja von Rosenstiel
Anja von Rosenstiel
Of Counsel, FIN LAW (Berlin) | Lecturer, BU School of Law | Co-Chair Strategy Committee, BBA
high Confirmed
“Anja — your DAO treatise chapter on the GbR liability trap is terrifying. Does that apply to AI agent networks too?”
Panel 1. Dual-jurisdiction attorney (MA + Germany). BU Law lecturer. BBA Strategy Co-Chair
MiCAR handbook contributor + DAO legal expert. Federal court clerkship (Judge Woodlock)
Ask about: legal entity for transatlantic AI protocol, Genius & Clarity Act vs MiCAR, blockchain arbitration for AI agents
🤝 New connection. Panel 1 panelist. BBA strategy co-chair. MiCAR handbook contributor. BU Law lecturer.
LinkedIn Profile
speakerpanel-1attorneybufintech-law
Full Intel
Background
  • Of Counsel at FIN LAW (Berlin) — Germany's leading fintech/crypto law firm founded by Dr. Lutz Auffenberg. NOT a founder — joined as Of Counsel ~2024
  • Also Of Counsel at Allegra.Law (Zurich, since 2023) — Swiss-German cross-border legal practice
  • Lecturer at Boston University School of Law — teaches ADR, banking/finance, fintech, international estate planning in American Law LL.M. program
  • Dual-jurisdiction attorney — licensed in Massachusetts AND Germany (Rechtsanwältin)
Key Philosophies
  • GbR liability trap — unincorporated DAOs default to German civil partnership (GbR), exposing members to unlimited personal liability. The legal form question is existential, not optional
  • MiCAR as global template — EU's 600+ page crypto regulatory framework will shape US compliance strategy. Practitioners who understand both sides have asymmetric advantage
  • Blockchain arbitration as the dispute resolution layer for decentralized systems — traditional courts cannot adjudicate smart contract disputes effectively
Conversation Starters
Your 'Genius and Clarity Act' talk at Deloitte Legal ILF — are we actually getting regulatory clarity in the US, or is it just re-packaging ambiguity? How does it compare to what MiCAR achieved?
Chapter 12 of the DAO treatise — the GbR liability trap is terrifying. If an AI agent network generates economic value across jurisdictions, does that make every node operator a GbR partner?
Your blockchain arbitration paper with Märkl was ahead of its time. Now that AI agents are entering autonomous transactions, does on-chain arbitration become the default dispute layer?
You're one of the few people who clerked in a US federal court AND practices German fintech law. For a Canadian building a cognitive data protocol that will operate transatlantically — what's the legal entity that actually works?
Strategic Value

UPGRADED to high priority. MiCAR handbook contributor + DAO treatise sole author + blockchain arbitration pioneer = deepest regulatory intellect at the event. BBA Strategy Co-Chair = community power position. Allegra.Law (Zurich) + FIN LAW (Berlin) + BU (Boston) = genuine three-jurisdiction coverage. Federal clerkship adds US judicial system credibility. Could be UCW's transatlantic regulatory advisor — she literally bridges the US-EU-Swiss legal gap that tokenized cognitive assets will face. Her ADR/mediation expertise maps to AI agent dispute resolution.

Christian Catalini
Christian Catalini
Co-Founder & CSO, Lightspark | Founder, MIT Crypto Economics Lab | Research Scientist, MIT Sloan
high Confirmed
“Christian — your Forbes piece on 'babysitting the slop' nailed it. We're building the verification layer you're calling for.”
Co-created Diem (Facebook crypto). CSO Lightspark (Bitcoin Lightning). Fellow Canadian (U of T PhD)
March 2026 Forbes: 'verification > intelligence' = UCW's exact thesis
Ask about: UMA standard beyond payments, AI agent-to-agent settlement, Canadian founder path to US fintech
🤝 New connection. Panel 1 panelist. Highest-profile academic at the event. Fellow Canadian.
LinkedIn Profile
speakerpanel-1mitdiemlightspark
Full Intel
Background
  • Co-creator of Diem (formerly Libra) — Facebook/Meta's cryptocurrency project. Chief Economist of the Diem Association
  • Co-Founded Lightspark with David Marcus — Bitcoin Lightning Network payments. Partners: Revolut, SoFi, Coinbase, Nubank, Cross River
  • Ran the MIT Bitcoin Experiment (2013) — gave $500K in Bitcoin to every MIT undergrad. Landmark study on crypto adoption
  • Founder of MIT Cryptoeconomics Lab; Research Scientist at MIT Sloan. NBER Fellow
Key Philosophies
  • "Verification, not intelligence" — AI's bottleneck is verifying machine output, not generating it (Forbes, Mar 2026)
  • "Stablecoins are a dollar for the internet" — bearer-like digital cash that moves natively across blockchains
  • "Software Eats The Brokerage" — stablecoin B2B volume (156% YoY growth) is disintermediating financial middlemen
Conversation Starters
Your Forbes piece 'Babysitting The Slop' — verification over intelligence. UCW is exactly that: a provenance layer that makes AI output VERIFIABLE, not just smarter. We're building the verification infrastructure you're calling for.
UMA as 'email for money' — UCW could be 'email for cognitive value.' Open addressing standards for AI-generated assets. Have you thought about extending UMA's logic beyond payments?
Stablecoin B2B volume up 156% — 'Software Eats The Brokerage.' Where does AI agent-to-agent commerce fit in that disruption? When agents are paying each other, what's the settlement layer?
Italian-Canadian to MIT to Diem to Lightspark — as a Canadian building in the US fintech ecosystem, I'd love your perspective on navigating that path.
Strategic Value

Most credentialed person at the event. His March 2026 'verification > intelligence' thesis is UCW's EXACT value proposition. If he endorses UCW as the verification layer for AI, that's transformative. UMA parallel opens standards collaboration. Fellow Canadian.

Guillermo Fernandes
Guillermo Fernandes
VP of AI, LedgerLink | Former CEO, Blockpliance (acquired by DSS, Feb 2025)
high Confirmed
“Guillermo — 'Everyone Chased Growth, We Chased Risk.' UCW chases sovereignty while everyone chases engagement. Same DNA.”
Keynote #2. Sold Blockpliance to DSS (Feb 2025). Now VP of AI at LedgerLink
Venezuelan immigrant. Bentley alum. Scaled compliance to 2B+ transactions across 7 countries
Ask about: compliance→AI pivot at LedgerLink, Blockchain Intelligence Group (Canadian public co) advisory, advice for infrastructure founders
🤝 New connection. Keynote #2 speaker. Now VP of AI at LedgerLink — actively building again. Bentley alum.
speakerkeynotecomplianceriskblockpliance
Full Intel
Background
  • Now VP of AI at LedgerLink — post-acquisition leadership role in blockchain analytics/compliance
  • Former CEO of Blockpliance — blockchain compliance infrastructure. ACQUIRED by DSS in February 2025
  • Advisory board member at Blockchain Intelligence Group — Canadian publicly traded company (CSE: BIGG)
  • Scaled Blockpliance to screen 2B+ blockchain transactions across 7 countries before acquisition
Key Philosophies
  • "Everyone Chased Growth. We Chased Risk." — contrarian focus on compliance-first blockchain
  • Risk infrastructure as a competitive moat — built the compliance moat, then got acquired for it
  • Scale proves thesis: 2B+ transactions across 7 countries = compliance at institutional scale
Conversation Starters
VP of AI at LedgerLink — you went from building the compliance layer to building the AI layer on top of it. What does AI-powered compliance look like at 2B+ transaction scale?
Your advisory role at Blockchain Intelligence Group (Canadian public co) — as a Canadian founder, I'd love to hear about that Canadian blockchain ecosystem connection.
You chased risk while everyone chased growth. UCW chases sovereignty while everyone chases engagement. Same contrarian DNA. What's your advice for infrastructure founders?
Strategic Value

Post-exit founder now building AI at LedgerLink. Advisory board at Canadian public blockchain co (BIGG). 2B+ transaction screening = proven scale. His compliance→AI pivot is the exact path UCW represents. Fellow immigrant founder. Could be angel investor or advisor.

Ian Cain
Ian Cain
Co-Founder & Executive Chairman, QUBIC Labs | Founder, Boston Blockchain Week | Quincy City Council President
high Confirmed
“Ian — the 'penny par' vision for Quincy's blockchain bond is the most compelling pitch for DLT I've heard. How close are you?”
Council President + QUBIC founder. First US blockchain municipal bond ($10M via JP Morgan Onyx)
Dealroom apps open July 27 — 25 founders get 1-on-1s with institutional investors. YOUR TOP ACTION ITEM
Ask about: Dealroom selection criteria, BBW Sept 8-10 speaking slot, Veridat/Tamarin portfolio overlap with UCW
🤝 New connection. Panel 1 panelist — confirmed at event. Government + blockchain intersection. His Dealroom program is the most direct path to institutional capital at this event.
LinkedIn Profile
speakerpanel-1blockchaingovernmentboston-blockchain-week
Full Intel
Background
  • Co-Founder & Executive Chairman of QUBIC Labs — non-profit innovation hub for digital infrastructure in Greater Boston. Co-founded with John O'Keeffe (CEO)
  • Quincy City Council President — initiated the FIRST blockchain municipal bond in US public sector history ($10M, mid-2024)
  • Bond: $9.615M tax-exempt GO Roadway & Sidewalk Bond, 7-year (May 2025-2031). JP Morgan sole underwriter via Onyx Digital Assets. Orchestrated by CFO Eric Mason and Strategic Asset Manager Rick Coscia
  • Vision: 'penny par' fractionalization — let Quincy residents micro-invest in local infrastructure (traditional muni bonds require $5K minimum). City pays $25M/year in interest; blockchain retains that wealth locally
Key Philosophies
  • "We're past the proof-of-concept phase" — conversations shifted to integration, compliance, operating at scale
  • Municipal blockchain adoption requires international peer learning — directly studied Lugano's Bitcoin City model before Quincy bond
  • Capital formation needs structured dealflow, not just networking — Dealroom is pre-scheduled 1-on-1s, not cocktail party introductions
Conversation Starters
The 'penny par' vision — a parent buys a fractional bond to fund a school, drops their kid off, checks their phone and sees a tax-free interest payment. That's the most compelling pitch for blockchain I've ever heard. How close is Quincy to making that real?
The Dealroom applications open July 27 — 25 founders, pre-scheduled 1-on-1s with institutional investors. UCW is building cognitive data infrastructure. What's the selection criteria for the first cohort?
BBW Sept 8-10 at Kilroy Square — the 6-layer digital infrastructure stack maps perfectly to what we're building. AI agent infrastructure IS the next infrastructure layer. Could UCW present?
Your portfolio has Veridat (data trust) and Tamarin (decentralized identity) — UCW captures cognitive data with provenance. Have you seen anyone building the data trust layer for AI-generated value?
Strategic Value

HIGHEST strategic value at event. Government credibility (Council President), JP Morgan Onyx execution, Lugano international network, $30M capital leverage, AND the Dealroom program = direct pipeline to institutional capital. BBW Sept 2026 = speaking/demo opportunity 5 months out. His portfolio companies (Veridat, Tamarin) show he already invests in data trust + identity — UCW fits his thesis. The Dealroom July 27 application deadline is the most actionable next step from this entire event.

Jason Gurandiano
Jason Gurandiano
Head of U.S. Technology IB; Global Head of FinTech IB @ RBC Capital Markets
high Confirmed
“Jason — you've called 2026 the 'reformation year.' Which infrastructure categories survive?”
Panel 2. Highest corporate title at event. Global Head FinTech IB at RBC. Ex-Deutsche Bank
Father founded St. Laurent Paperboard (sold $1.6B). McGill → DePaul MBA. Fellow Canadian institution
Ask about: what makes an AI-native acquisition target attractive, AI deflationary M&A wave, RBC's view on AI agent infrastructure
🤝 New connection. Panel 2 panelist. Senior banker — highest corporate title at the event. Generational entrepreneur (father sold company for $1.6B).
speakerpanel-2investment-bankingrbcfintech-ib
Full Intel
Background
  • Head of U.S. Technology Investment Banking at RBC Capital Markets
  • Global Head of FinTech Investment Banking at RBC Capital Markets
  • Previously: Head of Fintech at Deutsche Bank — built their fintech IB practice
  • Education: BA from McGill University, MBA from DePaul University
Key Philosophies
  • 2026 is the 'reformation year' — post-ZIRP reset separates infrastructure from hype
  • AI's deflationary power compresses margins → drives fintech M&A consolidation wave
  • DLT eliminates B2B/B2C friction — tokenization is settlement infrastructure, not speculation
Conversation Starters
You've called 2026 a 'reformation year' — the post-ZIRP reset. Which fintech infrastructure categories survive the reformation? Is cognitive data infrastructure (like UCW) a category that emerges?
AI's deflationary power compressing margins → M&A wave. When you're advising SS&C or Broadridge on acquisitions, what makes an AI-native infrastructure target attractive?
DLT eliminating B2B friction — UCW eliminates the friction between humans and AI agents. Same thesis, different layer. Does RBC see a category forming around AI agent infrastructure?
Your father built St. Laurent Paperboard to a $1.6B exit — entrepreneurship is generational for you. What did you learn from watching that journey from the inside?
Strategic Value

HIGHEST corporate title at the event. His 'reformation year' thesis + AI deflationary compression = he's actively looking for what survives. UCW IS infrastructure that survives. M&A wave prediction = he's mapping the acquisition landscape. Father's $1.6B exit = respects builders. Fellow Canadian institution (RBC).

Patrick O'Meara
Patrick O'Meara
CEO & Co-Founder, Inveniam Capital (merged with MEASA Partners Feb 2026)
high Confirmed
“Patrick — 'tokenization without trusted data is garbage on-chain.' We're building the same provenance layer for AI-generated value.”
Keynote #1. Just merged with MEASA ($700B track record). Raised $120M+
Proof of Origin / State / Process = UCW's EXACT parallel for cognitive assets
Ask about: 'Agentic' summit takeaways, whether AI decision provenance is the next layer after RWA provenance
🤝 New connection. Keynote speaker — high visibility, limited 1-on-1 time. Just merged with MEASA Partners → bigger platform.
LinkedIn Profile
speakerkeynoteceotokenizationrwa
Full Intel
Background
  • CEO & Co-Founder of Inveniam (founded 2017) — pioneer of Smart Provenance and patented data anchoring technologies
  • MERGED with MEASA Partners (Feb 12, 2026) → now Inveniam Capital — $700B combined track record in real estate + infrastructure. MEASA is Abu Dhabi-based
  • 25+ years in capital markets and financial technology. Raised $120M+
  • Launched Inveniam Chain — Layer 2 built on MANTRA L1 for tokenized private market assets. Targets $27T illiquid commercial real estate (CRE) derivatives market globally
Key Philosophies
  • "Tokenization without trusted data is putting garbage on-chain" — data quality before token issuance
  • Smart Provenance — anchoring off-chain data to on-chain assets for verifiable trust
  • Proof of Origin / Proof of State / Proof of Process — three-layer provenance framework
Conversation Starters
The MEASA merger — $700B combined track record. You just went from data provenance startup to institutional scale. What changes when you're operating at that level?
Your 'Agentic' summit in Abu Dhabi — AI agents for institutional finance. UCW captures what those agents produce. Is provenance for AI-generated decisions the next layer after RWA provenance?
Proof of Origin / State / Process — that three-layer framework maps directly to UCW's cognitive provenance. We're doing the same thing for AI interactions that you're doing for real-world assets.
Strategic Value

Keynote headliner. Just merged into $700B platform. His provenance framework (Origin/State/Process) is the EXACT parallel to UCW's cognitive provenance. 'Agentic' summit shows he's already thinking about AI + provenance convergence. Post-merger = looking to expand thesis.

Roman Beck
Roman Beck
Chester B. Slade Endowed Chair of Digital Business; Professor of IS; Head of Crypto Ledger Lab @ Bentley
high Confirmed
“Professor Beck — your UN whitepaper on decentralized identity maps directly to what we're building for AI-generated value ownership.”
Moderating Panel 1. ISO TC 307 WG5 convenor (blockchain standards). AIS Fellow 2025
UN whitepaper on decentralized identity. Elgar Encyclopedia lead editor (2026)
Ask about: decentralized identity for AI outputs, biggest gap the encyclopedia surfaced, standards body for AI agent governance
🤝 New connection. Moderating Panel 1 — he'll guide the conversation. ISO + UN governance authority.
LinkedIn Profile
speakerpanel-1-moderatoracademicbentleycrypto-ledger-lab
Full Intel
Background
  • Chester B. Slade Endowed Chair of Digital Business at Bentley University
  • Professor of Information Systems at Bentley. Head of Crypto Ledger Lab
  • Convenor, ISO TC 307 Working Group 5 — sets international blockchain/DLT governance standards
  • Co-Founder, European Decentralization Institute — decentralized governance research
Key Philosophies
  • International standards-driven approach to blockchain governance (ISO TC 307 WG5)
  • Decentralized governance is not just tech — it's institutional design
  • Decentralized identity as a foundation for digital rights — UN-level policy framing
Conversation Starters
Your UN whitepaper on decentralized identity — UCW is building cognitive identity: who owns what AI agents produce. Is decentralized identity the framework for AI-generated value ownership?
The Elgar Encyclopedia is the definitive reference for DLT now. What's the biggest gap in the field that the encyclopedia surfaced — where's the missing research?
ISO TC 307 for blockchain governance + your UN identity work — should there be an equivalent standards body for AI agent governance in financial systems?
Strategic Value

ISO + UN + AIS Fellow = tri-layer governance credibility. His decentralized identity work is the exact framework UCW needs for cognitive identity standards. Encyclopedia editor = defines the vocabulary. Research collaborator potential is HIGH.

Travis Vigneault
Travis Vigneault
Director of Financial Institutions, Hypernative
high Confirmed
“Travis — the 'Red Queen Effect' in your Web3 security report is a powerful frame. Does it apply to AI agent security too?”
Panel 2. Director at Hypernative ($100B+ protected, $56M raised incl $40M Series B). Bentley alum (2010-11 City Year Scholar)
99.8% detection rate, 0.001% false positives. Detects 98% of hacks 2+ min before execution. Clients: Uniswap, Circle, Kraken, Safe ($65B)
Ask about: EVMbench (GPT-5.3 exploits at 72.2% vs 40% defense), Canton Network Super Validator ($6T tokenized), Bitwise $15B vault integration
🤝 New connection. Panel 2 panelist. Bentley alum. $56M raised, $100B+ protected. Published 'State of Web3 Security 2026' report.
speakerpanel-2web3-securityhypernativedefi
Full Intel
Background
  • Director of Financial Institutions at Hypernative — real-time Web3 security platform. Secures $100B+ across 70+ chains, 250+ projects
  • Hypernative raised $40M Series B (Ten Eleven Ventures + Ballistic Ventures, early 2026) + $16M Series A (Quantstamp, 2024) = $56M total
  • 'State of Web3 Security 2026: Winning the Red Queen Race in Crypto's Breakout Year' — core thesis: static audits are dead, predictive simulation is the only defense
  • Red Queen Effect: security is evolutionary arms race. Standing still = protocol death. Must alter dimensional physics of the race via pre-transaction simulation
Key Philosophies
  • 'Red Queen Effect' — crypto security is an evolutionary arms race, not a static problem
  • Pre-transaction threat detection — stop exploits in the mempool before they execute
  • Collective defense through security councils — institutions share threat intelligence
Conversation Starters
EVMbench shows GPT-5.3-Codex exploits at 72.2% success vs 40% defense — offense doubled in 6 months. UCW's provenance layer tracks what AI agents DO, your platform catches what they SHOULDN'T do. Complementary architecture.
Your 'pre-crime' window — 98% of hacks detected 2+ min before execution. UCW captures cognitive events at the same pre-action layer. Have you thought about extending mempool simulation to AI agent behavior prediction?
The Canton Network Super Validator role — writing security standards for $6T in tokenized assets for regulated finance. UCW could be the cognitive data integrity standard for the same institutions. Is there overlap?
Bitwise integrating automated deallocation via Hypernative for their $15B+ platform — that's the exact enterprise motion I ran ops for at Contentsquare. How did that integration process work from their side?
Strategic Value

UPGRADED. $56M raised, $100B+ protected, 250+ projects. EVMbench + Red Queen thesis = deepest security intellect at event. 99.8% detection = proven product. Canton Network ($6T) + Bitwise ($15B) = institutional validation. His 'pre-crime' architecture parallels UCW's 'pre-action' cognitive provenance. Security council model is a partnership pattern for UCW. Bentley alum. Lukka compliance DNA = understands institutional requirements.

Xiao-Yang Liu
Xiao-Yang Liu
Creator of FinRL, FinGPT & FinAgents | SecureFinAI Lab, Columbia Engineering
high Confirmed
“Professor Liu — FinAgents making real financial decisions need a provenance layer. That's what UCW builds.”
Panel 2. Creator of FinRL/FinGPT/FinAgents. 4,800+ citations. Columbia Engineering
MOST TECHNICALLY ALIGNED to UCW at the entire event. Data-centric AI philosophy
Ask about: decision audit trails for FinAgents, open data provenance for open-weight models, FinRpt benchmark + UCW data as input
🤝 New connection. Panel 2 panelist. MOST TECHNICALLY ALIGNED person at the event to UCW's thesis.
LinkedIn Profile
speakerpanel-2academiccolumbiaai-finance
Full Intel
Background
  • Creator of FinRL — the open-source framework for financial reinforcement learning (most-used AI trading framework globally)
  • Creator of FinGPT — open-source LLM framework for finance (robo-advisor, sentiment, quantitative trading)
  • Creator of FinAgents — multi-agent AI systems for financial applications
  • 4,800+ Google Scholar citations — one of the most-cited researchers in AI + finance
Key Philosophies
  • Data-centric AI > model-centric AI — the quality of financial data determines AI performance, not model size
  • Open-source/open-weight models for finance — proprietary AI locks out the research community
  • "2026 is the year AI agents move into the production seat" — from research demos to real financial operations
Conversation Starters
Your March 2026 paper on LLM + RL for crypto trading — that's agents making real financial decisions. UCW captures provenance of those decisions. Who owns the training data an agent generates while trading?
'2026 is the year agents move into the production seat' — if that's true, the verification and provenance layer becomes critical. UCW is building that layer. How do you see FinAgents handling decision audit trails?
Your open-weight model advocacy — UCW is the same philosophy for data. Open models need open data provenance. The agent should own its cognitive output, not the platform. How does that resonate with your research direction?
FinRpt benchmark for evaluating AI financial reporting — could UCW's cognitive provenance data become a standardized benchmark input?
Strategic Value

HIGHEST TECHNICAL ALIGNMENT to UCW at the event. March 2026 paper = actively publishing. '2026 = production year' thesis creates the DEMAND for UCW's provenance layer. Open-weight advocacy aligns with UCW's sovereignty ethos. IEEE IDS organizing = conference speaking opportunity. Potential co-author, research collaborator, or technical advisor.

Kathy Fogel
Kathy Fogel
Associate Professor of Finance, Suffolk University | Founder, fShareX & Eupheus One
high Very High
“Kathy — I'm fascinated by fShareX. Tokenizing early-stage equity is exactly the layer we're building on.”
PhD Alberta. Suffolk prof + Struck Capital Crypto VC
fShareX: nonprofit tokenizing pre-seed equity in Boston & SF
Ask about: liquidity premiums from fractionalization, Struck Capital thesis
🤝 New connection. Co-organizer of Bentley Bootcamp via MFTH.
LinkedIn Profile
connection_targetacademicvccryptopre-seed
Full Intel
Background
  • PhD from University of Alberta. NBER-affiliated researcher
  • Associate Professor of Finance at Suffolk University, Boston
  • Founder of Founders Share Exchange (fShareX) — nonprofit supporting pre-seed startups in Boston and SF
  • Founder of Eupheus One (Westwood, MA)
Key Philosophies
  • Bridges academia and startup/VC investing in crypto
  • Pre-seed support model through fShareX — equity for early founders
  • Tokenized equity creates liquidity premiums — fractionalization benefits both founders and early investors
Conversation Starters
Your focus on tokenizing early-stage equity — UCW captures cognitive value that could BE the tokenized asset. Have you explored what happens when the asset being tokenized is intelligence itself?
fShareX's pre-seed model + liquidity premiums from fractionalization — what does that look like for AI-native companies where the 'product' is data provenance?
Your work bridging academia and crypto VC through Struck Capital — what's their thesis on infrastructure-layer plays vs. application-layer?
Strategic Value

Academic credibility + VC connections (Struck Capital). Her tokenized equity research directly validates UCW's approach to cognitive asset tokenization. fShareX could be an early supporter. Liquidity premium thesis maps to UCW's value capture model.

Chelsie Santos
Chelsie Santos
CEO, FinSight Intelligence | URI Finance + Business Analytics 2026
high Very High
“Chelsie — excited for the bootcamp? Let's make sure you meet Liu and Catalini today.”
Your mentee. CEO of FinSight Intelligence — AI Bloomberg alternative ($30/mo, 50+ users). Built it herself. Arrives ~4:30 PM from Providence
Personal: mother blind from medication → AI glasses moonshot. Husband autism → VR finance education. SEG Accelerator participant
Intro her to: Liu (FinAgents), Catalini (verification), Cain (Dealroom), Timberlake (data residency). Planning blockchain integration
🤝 Your mentee. You have direct mentoring responsibility.
LinkedIn Profile
menteeundergraduateuristem
Full Intel
Background
  • CEO of FinSight Intelligence — AI-powered Bloomberg alternative for retail investors ($30/mo, 50+ users). Coded it herself. Pitch competition winner
  • URI Finance + Business Analytics (Class of 2026). Arrives ~4:30 PM from Providence
  • Your assigned mentee in the MFTH Mentoring Program
  • Personal mission: mother went blind from medication side effects → building AI glasses. Husband has autism → VR finance education platform
Conversation Starters
URI is strong in STEM — ask about her fintech interests and career direction
Help her navigate the bootcamp — introduce her to relevant contacts
Share perspective on breaking into fintech from a non-traditional path
Strategic Value

Your mentee — her success reflects on you. URI STEM background could align with technical fintech roles.

Muskan Ansari
Muskan Ansari
Babson 2026 | Answer AI Investor | ex-Morgan Stanley, JLL | M&A Analyst, RoadOne
high Very High
“N/A — Muskan is NOT ATTENDING. Collect contacts for her: Timberlake, Fogel, Gurandiano.”
NOT ATTENDING. Your mentee. Most commercially sophisticated. Babson undergrad 2026. Private pilot
Answer AI investor. ex-Morgan Stanley, JLL. M&A Analyst at RoadOne. Bloomberg/CapIQ trainer. $8M endowment analyst
Proxy mission: collect contacts for Timberlake (VC), Fogel (crypto VC), Gurandiano (RBC IB). Needs visa sponsorship. Goal: 2 yrs fintech then founder
🤝 Your mentee. You have direct mentoring responsibility.
LinkedIn Profile
menteeundergraduatebabsonentrepreneurship
Full Intel
Background
  • NOT ATTENDING the bootcamp — collect contacts as proxy
  • Babson College (Class of 2026). Answer AI investor. Private pilot
  • ex-Morgan Stanley, JLL. M&A Analyst at RoadOne. Bloomberg/CapIQ trainer. $8M endowment analyst
  • Most commercially sophisticated mentee. VC ecosystem fluent
Conversation Starters
Babson is entrepreneurship-focused — ask about any startup projects
Help her navigate the bootcamp — introduce her to relevant speakers/panelists
Discuss fintech career paths for Babson graduates
Strategic Value

Your mentee — her success reflects on you. Babson entrepreneurship culture could produce future collaborators.

Osama Yousuf Thara
Osama Yousuf Thara
MSc Business Analytics, WNEU | ex-BAT ($3.5M territory)
high Very High
“Osama — how's the analytics program going? Let me introduce you to Geller and the Fidelity roundtable today.”
Your mentee. MSc Business Analytics at WNEU. ex-BAT ($3.5M territory), ex-Salesflo CS Lead. Driving from Springfield
3,000+ retail accounts, 18% MoM growth, first 100% digitized area nationally. NLP coursework. Python/R/SQL/Power BI
Intro him to: Geller (Allium data roles), Fernandes (CS in fintech), Fidelity roundtable (Boston analyst roles). Night owl like you
🤝 Your mentee. You have direct mentoring responsibility.
LinkedIn Profile
menteeanalyticsgraduate-student
Full Intel
Background
  • MSc Business Analytics at Western New England University. Driving from Springfield (~1.5 hrs)
  • ex-BAT (British American Tobacco) — managed $3.5M territory, 3,000+ retail accounts, 18% MoM growth, first 100% digitized area nationally
  • ex-Salesflo — Customer Success Lead. NLP coursework. Python/R/SQL/Power BI
  • Your assigned mentee in the MFTH Mentoring Program
Conversation Starters
Check in on his analytics project progress
Share career navigation advice — how to position a Business Analytics MSc in the fintech job market
Connect him with relevant contacts at the event based on his interests
Strategic Value

Your mentee — his success reflects on you. Strong mentoring outcomes build your reputation in the MFTH network.

Lucas Timberlake
Lucas Timberlake
Executive Director, Fintech Sandbox | Co-Founder & GP, Fintech Ventures Fund
high Medium High
“Lucas — Demo Day 12 is less than a month out. What themes are emerging from this cohort?”
20 days into ED role at Fintech Sandbox. Also GP of $25M Fintech Ventures Fund
Demo Day 12 = April 28. Alumni raised $2B+. Checks: $250K-$2M pre-seed/seed
Ask about: Sandbox application for UCW, non-US corridor expansion (you're Canadian), what separates companies that raise
🤝 New connection. 20 days into ED role — building his own network. Perfect timing for early relationship.
LinkedIn Profile
fintech-sandboxvcinvestornew-leadercolumbia
Full Intel
Background
  • Appointed Executive Director of Fintech Sandbox on March 12, 2026 — 20 days into the role
  • Co-Founder & General Partner of Fintech Ventures Fund — decade as GP, $25M deployed across 20 portfolio companies
  • Investment checks: $250K–$2M in pre-seed/seed fintech and insurtech
  • Prior: Investment banking at Bank of America Merrill Lynch — $2B+ in advisory transactions
Key Philosophies
  • Merging startup programming with VC landscape knowledge — help founders become industry leaders
  • Expanding non-US corridors for data access and residency programs
  • Demo Day as the signature event — connecting sandbox companies with institutional capital
Conversation Starters
Demo Day 12 is April 28 — less than a month away. What themes are you seeing from the current sandbox cohort?
A decade as GP at Fintech Ventures Fund + now running Fintech Sandbox — you see founders from both the investor and the ecosystem side. What makes the difference between a sandbox company that raises and one that doesn't?
Your non-US corridor expansion — UCW has a Canadian founder building for US markets. Is Fintech Sandbox seeing more cross-border applicants?
Strategic Value

VC investor AND ecosystem leader. Demo Day 12 (April 28) = near-term showcase opportunity. Fintech Ventures Fund = potential $250K-$2M check. 20 days in = actively building relationships. Alumni raised $2B+ = institutional credibility pipeline.

Sarah Biller
Sarah Biller
Co-Founder, Fintech Sandbox & Mass Fintech Hub | ED, Vantage Ventures | Board: Thread Bank, Rialto Markets, KALYP
high Medium High
“Sarah — you co-founded the ecosystem I'm operating in. I'd love to hear how you're thinking about AI-native fintech for the Grand Challenge.”
Co-founded Fintech Sandbox + MFTH. Top 20 Women in FinTech (American Banker)
On MA $100M AI Grand Challenge advisory council. Board: Thread Bank, Rialto Markets
Ask about: AI Grand Challenge criteria, Fintech Sandbox Demo Day 12 (Apr 28)
🤝 New connection. Co-founded the ecosystem you're operating in. On the MA AI Grand Challenge advisory council.
LinkedIn Profile
organizerco-founderstate-streetdata-accessai-grand-challenge
Full Intel
Background
  • Co-Founder of Fintech Sandbox (2014) and Mass Fintech Hub
  • COO for Innovation at State Street Bank; Head of Innovation Ventures
  • Co-Founder & President of Capital Market Exchange (CMX) — venture-backed predictive analytics
  • ED of Vantage Ventures — WVU + VC collab for Appalachia tech entrepreneurs
Key Philosophies
  • Data access democratization — free data for startups removes the biggest barrier to fintech innovation
  • Startup-to-enterprise bridge — understands both worlds from State Street + founding startups
  • Should every bank become a fintech platform? (Fintech Meetup 2026 panel topic)
Conversation Starters
You're on the MA $100M AI Grand Challenge advisory council — how are you thinking about AI-native fintech startups in that framework?
Your Brandeis MSc in Fintech curriculum — what do you wish more founders understood about financial infrastructure?
UCW captures cognitive value from AI interactions. You built Fintech Sandbox to democratize data access — UCW could be the next layer: democratizing AI interaction value.
Strategic Value

The connective tissue between startups, institutional finance, and the Hub. Named Top 20 Most Influential Women in FinTech. Her endorsement = legitimacy in the MA fintech ecosystem. MA AI Grand Challenge connection is huge.

Catherine Lynch
Catherine Lynch
EVP, Head of Digital Experience & Human-Centered Design, Citizens
high Medium High
“Catherine — your Breaking Banks episode on data overload resonated. That's the exact problem we're solving with AI agents.”
EVP at Citizens ($220B bank). Built entire enterprise UX org from scratch
20+ yrs banking/fintech. Prior: BBVA Compass, Accenture, startups
Ask about: agent-first UX at Citizens, where new fintech partners fit
🤝 New connection. Speaker at bootcamp. Instrumental in MFTH talent stream.
LinkedIn Profile
speakerenterpriseuxdesigncitizens-bank
Full Intel
Background
  • 20+ years in banking, fintech, and digital strategy
  • Built the entire enterprise UX team at Citizens from scratch — leads CX, UX, and FX (Future Experience / Fintech Commercialization)
  • MA in Organizational Communication (Technology & Communication), Texas A&M University
  • Prior: SVP Digital Products at American National Bank of Texas, SVP Digital Marketing at BBVA Compass, Accenture, tech startups
Key Philosophies
  • "Banking clients have three fundamental needs: seeing their money, moving their money, protecting their money"
  • Human-centered design — empathy, collaboration, iteration, testing
  • Strong advocate for inclusive/accessible design — visual, auditory, temporary impairments
Conversation Starters
Your Breaking Banks episode on data overload → decisions — that's exactly the problem AI agents solve. How is Citizens thinking about agent-first UX?
You built the UX team from zero — I'm building Metaventions' design system from zero too. What's the first hire that changed everything?
Your Slice of Finance conversation with Sarah about bank-fintech collaboration — where do you see the biggest whitespace for new fintech partners?
Strategic Value

Enterprise decision-maker at a $220B bank. Built CX/UX/FX org. If she sees value in UCW/Metaventions, that's a real enterprise pilot path. Her design-first thinking aligns with your approach.

Secondary Connections
Nic Saliou
Nic Saliou
President, Bentley Blockchain Association | 4th-year Finance & Technology, Bentley | Incoming Blackstone Analyst
medium Confirmed
“Nic — congrats on Blackstone. You're moderating Panel 2, right? Excited to see how you steer it.”
Bentley senior → Blackstone analyst. Moderating Panel 2
Organized this bootcamp + Digital Assets Research Competition ($1,500 prize)
Ask about: standout research competition submissions, Web3 data economy thesis
🤝 New connection. Co-organized this bootcamp event. Moderating Panel 2.
LinkedIn Profile
connection_targetstudent-leaderblockchaindefiresearcher
Full Intel
Background
  • 4th-year Finance and Technology student at Bentley University
  • President of Bentley Blockchain Association — manages 7 E-Board members
  • Organizes bi-weekly meetings and 2 large events (100+ attendees each)
  • Published 2 research papers on blockchain/DeFi topics
Key Philosophies
  • Web3 and data economy — believes in decentralized data ownership
  • Student leadership at scale — runs events larger than many professional orgs
  • Bridging academic blockchain research with institutional finance (Blackstone path)
Conversation Starters
Congrats on Blackstone — going from running blockchain research to institutional finance. How do you plan to bring the Web3 perspective into Blackstone's world?
You organized the Digital Assets Research Competition AND you're moderating Panel 2 — that's serious leadership. What thesis submissions have stood out?
Your BBA report on Web3 disrupting the data economy — UCW is building exactly that disruption layer. Would love to share what we're doing.
Strategic Value

Incoming Blackstone analyst who runs blockchain research events. Future institutional insider with crypto-native perspective. His data economy thesis validates UCW. Blackstone connection = future institutional bridge.

Farrah Narkiewicz
Farrah Narkiewicz
Co-Lead, MFTH Mentoring Program | Babson College Cutler Center
medium Very High
“Farrah — thank you for the mentee pairings. All three have been great. Quick question about post-bootcamp continuation.”
Co-leads MFTH mentoring with Rob. Babson Cutler Center
She paired you with Osama, Muskan, Chelsie. Warm connection
Ask about: post-bootcamp mentoring, staying involved next cohort
🤝 Already knows you — she paired you with your mentees. Warm connection.
organizermentor-programbabson
Full Intel
Background
  • Co-leads the MFTH Mentoring Program with Rob Sarnie
  • Based at Babson College Cutler Center for Entrepreneurship
  • Manages mentor-mentee pairings and program logistics
Conversation Starters
Thank her for the mentee pairings — share early wins from sessions with Osama, Muskan, Chelsie.
Ask about post-bootcamp mentoring continuation and how to stay involved.
What patterns does she see in successful mentor-mentee relationships?
Strategic Value

Operational gatekeeper for the mentoring program. Staying warm with her ensures future involvement and better pairings.

Mohammed Dastigir
Mohammed Dastigir
Head of FinTech & HealthTech Partnerships, MassMutual
medium High
“Mohammed — MassMutual literally launched this ecosystem. I'd love to hear how you evaluate fintech partners.”
Head of FinTech partnerships at MassMutual. 20+ yrs in tech partnerships
MassMutual spearheaded MFTH launch in 2021. Chairman, MassChallenge FinTech
Ask about: what makes a partner compelling vs. noise, MassMutual's AI strategy
🤝 New connection. Central to the institutional backing of MFTH.
enterprisemassmutualpartnershipsmasschallenge
Full Intel
Background
  • Head of FinTech & HealthTech Partnerships, Ecosystem Development at MassMutual
  • 20+ years experience in tech partnerships
  • UMass Amherst (Computer Systems Engineering); BU (Project Management)
  • Chairman, MassChallenge FinTech Founding Partners Advisory Board
Key Philosophies
  • "Not an accelerator — we see ourselves as connectors and ecosystem developers"
Conversation Starters
The 'connectors not accelerators' positioning — that resonates with how I think about platform design.
How does MassMutual evaluate fintech partnerships? What makes a partner compelling vs. noise?
Strategic Value

Corporate enterprise bridge. If MassMutual sees value, that's Fortune 100 validation.