Five years of full-time, independent research at the intersection of Web3 and artificial intelligence — spanning on-chain strategy, predictive modelling, machine learning, and LLM development.
Highlights
Seer Protocol — AI Builder Subsidy Grantee
2026
Awarded a Deep Funding Round 2 AI Builder Subsidy (900 sUSDS). Delivered privacy-preserving zkTLS smart contracts on the Aztec network (Noir): trustless price-settlement verifier, GitHub identity commitment, contributor access gate, and anonymous proof-of-contribution — integrating Primus Labs / HashCloak zkTLS attestation infrastructure.
CryptoPond Model Factory — Top 3, GG23 Predictive Funding Challenge
ID 5249184
Top 3 in a live, permissionless ML competition forecasting expert allocation of $350,000 across 98 Ethereum OSS repositories. 100+ versioned submissions across Bradley-Terry, Elo, Colley, PageRank, XGBoost ensembles, market-signal blending, and multi-persona LLM jury aggregation.
AI / LLM Research — Alogotron (HuggingFace)
2024 – Present
GameTheory-Bench — first RLVR-ready game theory benchmark for LLMs: 2,913 computationally verified problems, 10 categories, 35+ subcategories, machine-checkable verification objects (MIT).