AI/ML Engineer & Quant Researcher
Jan 2026 — Present · RigaMagus Invest LTD
- Build the machine-learning and quant research behind an equity trading system: cascade models predicting return over SPY across ~1000 names, plus portfolio construction, risk management, and extensive backtesting.
- Built an AI pipeline for collecting and analysing financial news (ML + NLP), technical-indicator signals (MACD, RSI) and KNN forecasting, with data pipelines for collection, preprocessing, and training.
- Deployed the system to a server with a Telegram bot and client app for real-time analytics, and wrote a monitoring console for oversight and control.