Researcher at Stanford GSB's Venture Capital Initiative under Prof. Ilya Strebulaev. Named contributor (Acknowledgements) on the published WEF / Stanford GSB Insight Report "The Future of Venture Capital: Unlocking Liquidity and Growth" (May 2026, 46 pages) — co-credited alongside Paul Gompers (Harvard), Steven Kaplan (Chicago Booth), and Michael Weisbach (Ohio State).

Architected an AI research-automation pipeline (Python · n8n · OpenAI API) that compressed per-study processing from ~1 week of manual work to ~10 minutes at ~$0.80/study; maintain Python pipelines over PitchBook · WRDS · SDC Platinum (>2M rows) for the Initiative's 1,500+ unicorn flagship analysis (referenced in section 3 of the published WEF report).

Founder of MedAI — Rospatent-registered (№2025662413) clinical decision-support system for pediatric vaccination under immunosuppressive therapy. Live in 3 clinics, 25 physicians; first-week deployment flagged an incorrect vaccine dose, preventing a potential adverse event. Ranked #57 in Russia's Top-1000 University Startups 2025.

Concurrently shipping AI-automation tooling (Python + OpenAI API + n8n) for a 120-person construction firm.

Incoming MSc INTENT student at Bocconi University (Milan, Aug 2026 start).

🔗 LinkedIn · Stanford profile · gorbuk@stanford.edu

• ethbtc-suspicious-patterns — six-detector forensic analysis of ETH/BTC market data (live dashboard · PR #24 on 1712n/market-data-challenge). DN Institute Challenge #492 submission. 99.9994% one-sided buy size with zero price impact + identical-clip burst signature 13× across 22h. 46/46 pytest, byte-identical reproducibility, CI on Py 3.10/3.11/3.12.
• lm-refusal-eval — reproducible refusal-rate evaluation harness for open-weight LLMs. Pluggable HuggingFace + OpenAI + Anthropic adapters, rule-based + LLM-judge, Wilson + Newcombe statistical CIs, provenance schema for byte-identical reruns. 336/336 pytest, mypy --strict, ruff clean. Motivated by FAR.AI's robustness-scaling work.
• morpho-vault-counterfactuals — counterfactual replay over live Morpho MetaMorpho vaults (Ethereum). Six detectors over the bad-debt frontier with Pydantic-frozen state + nightly cron pulling Steakhouse USDC. 65/65 pytest.
• kamino-vault-counterfactuals — Solana port of the above via Kamino. 95/95 pytest, six detectors, historical replay command, base58-correct synthetic fixtures.
• drift-funding-monitor — cross-venue funding-rate monitor (Hyperliquid live; Drift / Orderly / Backpack scaffolded). 97/97 pytest, per-symbol funding-interval discovery, basis-aware drawdown gate.
• solana-vault-thresholds — Anchor 0.30.1 / Rust on-chain program. Sticky-edge breach semantics, immutable audit-trail events, has_one account validation, monotonic-slot guard on metric updates.
• contract-tracker — production email-driven contract-approval tracker for a construction firm. IMAP + RFC-5322 thread reconstruction + OpenAI JSON-mode classifier + Streamlit dashboard. Python, SQLAlchemy, APScheduler, systemd.
• fundarb — cross-venue funding-rate arbitrage CLI for crypto perpetuals (Hyperliquid + Orderly + Backpack); Ed25519 + EIP-712 signing, async venue clients. Used for live signal generation and execution on personal capital.

• Data engineering — ETL/ELT pipelines, schema design, reproducible analysis, automation tooling
• Crypto market microstructure — wash-trading detection, perpetual-futures funding-rate arbitrage, on-chain forensics
• Applied AI / LLM workflows — OpenAI API automation, n8n orchestration, structured-output classifiers, clinical decision support
• VC research — unicorn formation, time-to-unicorn dynamics, founder/team factors

Python · SQL · pandas · numpy · scipy · pytest · SQLAlchemy · Docker · Git · GitHub Actions (CI/CD) · n8n · OpenAI API · PostgreSQL · MongoDB · Streamlit