Product Engineer from Argentina. I design and build full-stack systems — from trading algorithms to SaaS platforms.
Founder & Design Engineer @ Psynth
CriterionX — Algorithmic crypto trading system
An end-to-end trading engine that finds microstructure edge in order book data using ML, AI debate agents, and real-time execution across multiple exchanges.
| Component | What it does |
|---|---|
| trading-engine | Signal pipeline, LightGBM ML model, risk engine, 5 exchange adapters |
| trading-dashboard | Real-time Next.js dashboard — candlestick charts, RSI/MACD/BB, L2 order book |
| criterionx-wallet | Crypto wallet for on-chain signing — dYdX, Arbitrum, Base, hybrid custody |
Key finding: ETH book imbalance > 0.95 at 15s horizon = 73% win rate, 1.37 bps edge. Profitable on dYdX (0% maker fee).
Stack: Node.js, TypeScript, Python, Next.js, LightGBM, viem, Prisma, Claude AI, WebSocket, Docker
Readied — Markdown-first desktop notes
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CriterionX Engine — Deterministic, explainable decision engine for business-critical systems



