Aniket Singh Y.

Top Rated | 100% Job Success | Quant developer who builds trading systems that actually run in production. I build backtesting engines, live trading bots, and the automation around them (data pipelines, alerts, reporting, AI agents). My background is ML and quantitative finance, so I'm comfortable both with the strategy math and with shipping reliable Python that runs unattended. What I build: • Trading bots for crypto and equities (exchange APIs, order management, risk limits, paper → live) • Backtesting and strategy research engines (vectorised and event-driven, walk-forward, realistic slippage/fees) • ML for markets: time-series forecasting, feature pipelines, signal evaluation • Market data pipelines and monitoring (websocket feeds, storage, Telegram/Slack alerts) • AI agents and workflow automation with Python, LangChain, OpenAI, and n8n – research agents, report generation, email/CRM automation How I work: clear milestones, tested code, documentation and handover, and honest feedback if a strategy idea won't survive real market conditions. Stack: Python, Pandas, NumPy, scikit-learn, PyTorch, ccxt, REST/WebSocket APIs, PostgreSQL, Docker, n8n, LangChain, OpenAI. Active open-source contributor to Python/ML libraries. Send me the strategy or workflow you want built and I'll tell you exactly how I'd approach it.