Sergey

Kotikov

I develop ML-driven algorithmic trading systems end-to-end: • Data pipelines (OHLCV, market data/metrics), feature engineering • ML models for signals (forecasting) and market regimes (classification) • Validation (walk-forward, leakage checks, realistic fees/slippage) • Execution + risk modules (position sizing, exposure limits, monitoring, kill-switch / failure modes) Background includes systems software engineering and quantitative finance/investment risk analysis. I work with clear scopes and deliver reproducible code + documentation. Payments in crypto, KYC-ready. Policy: no custody, no exchange account access, no API keys, and no profit guarantees.