I build finance & trading bots with AI —
production-grade, multi-chain, honest.
Rust + Solidity. Liquidation engines, MEV/DeFi infrastructure, custom trading automation — shipped with real tests, fork-proofs, and data-driven research instead of hype.
What I do
Custom finance bots
Liquidation, arbitrage, trading & monitoring bots in Rust/Solidity — built fast with an AI-driven pipeline, shipped with tests + safety rails.
MEV & liquidation strategy
Multi-chain liquidation infra, oracle/OEV analysis, forensic edge-assessment. I tell you what's actually profitable — with the data to prove it.
Research & audits
Honest, sourced deep-dives: oracle types, OEV recapture, venue saturation. The economics nobody documents because it's unglamorous.
Proof, not promises
- ✅ Production liquidation stack — Aave V3/V4, Euler V2, Ajna, Compound, Fluid; multi-chain (Ethereum, Base, Arbitrum), 24/7 on a hardened VPS.
- ✅ Fork-proven on-chain adapter — flash-loan liquidation, Slither-clean, with gas-aware revert-or-whole profit guards.
- ✅ Live measurement engine — oracle classification + OEV-exposure + liquidation forensics across 3 chains, streamed to a queryable dataset.
- ✅ Honest verdicts — I measured the "OEV/pull-oracle alpha" everyone hypes and showed where it's empty. I optimize for truth, not narrative.
Research
The edge that failed, then passed →
My falsification engine killed my own +2.75% funding-carry edge as overfitting — then 3 years of data brought it back, regime-dependent. The anatomy of honest walk-forward validation, with real numbers.
The real economics of DeFi liquidations →
Why most "liquidation bot" income is a myth for solos — measured across 5 protocols + 3 chains, with the data.
Why a "faster" bot doesn't win liquidations →
The contest is detection cadence + an inclusion auction, not latency. Measured live on Aave V4 — leader share ~0.67, and why a quick VPS changes nothing.
DeFi Oracle Landscape (live data) →
Push vs pull oracles on fresh lending markets, measured live across chains — auto-generated from my scanner's dataset.
Contact
Need a finance/trading bot built, or a straight answer on whether a DeFi edge is real? I take a small number of build + advisory engagements.