I’m Apurva Thakur, a Data Scientist with around 6 years of experience across Machine Learning, Time Series Forecasting, Anomaly Detection, NLP, Recommendation Systems, and GenAI/Agentic AI workflows. I help learners and professionals build practical Data Science and AI skills, improve their resumes and project storytelling, prepare for interviews, and understand how ML systems work in real business environments. My mentoring style is practical, honest, and application-based focused not just on concepts, but on how to think, build, evaluate, and communicate like a real Data Science professional.