Hi, I’m a Data Scientist with 7+ years of industry experience, currently working in an MNC on real-world analytics and machine learning problems. Over the years, I’ve worked extensively on developing solutions for clients, machine learning,data analysis, forecasting, PySpark, SQL, and end-to-end model building, and I’ve interviewed with multiple product-based and consulting companies. I help students and working professionals who are: a) preparing for Data Science / Analytics interviews b) struggling to convert interviews despite having skills c) looking for practical, industry-oriented guidance instead of generic tutorials My sessions are structured, honest, and practical focused on how interviewers actually evaluate candidates, real project discussion, and clear improvement feedback.