I help aspiring and mid-level Data Scientists crack interviews, build real-world ML skills, and plan their careers strategically. I've spent years building production ML systems — risk scoring, RAG pipelines, and ARIMAX demand forecasting for 2,000+ agricultural SKUs. I also have 8+ years of experience in the Indian stock market. Before Data Science, I spent 4 years preparing for UPSC and qualified for Mains — that journey gave me the discipline I bring to everything today."