Gaurav Bapat

I've built AI-driven portfolio management, stock ranking, and market-sentiment products for Modrek AI / Fikrah Information Technology, using LSEG financial data, LLMs, Hugging Face NLP models, XGBoost, and LightGBM.

Previously at Marketwolf Securities, I developed Python-based options trading strategies, automated execution workflows, India VIX and options-Greeks models, real-time tick-data pipelines, computer-vision document detection, and trade analytics dashboards. My work also spans airline revenue optimization at Flynava Technologies, media analytics at ExeliQ Analytics, and enterprise antivirus threat detection at Sequretek.

I'm driven by complex business problems where data, AI, machine learning, and software engineering can create scalable, measurable value. Alongside my product work, I research systematic equity strategies with execution-aware backtesting, portfolio risk attribution, and out-of-sample validation.