I am a Senior Data Scientist with over 6.5 years of hands-on industry experience, having worked extensively at Bosch on real-world machine learning and data science problems. My work spans end-to-end ML pipelines, including data preprocessing, feature engineering, model building, evaluation, and deployment. I regularly conduct mock interviews and interview evaluations focused on Data Science, Machine Learning, Python, SQL, APIs, and Full-Stack fundamentals (Angular/Django). My interviews are designed to closely mirror actual company interview rounds, with a strong emphasis on problem-solving, coding clarity, ML fundamentals, and system thinking. What you’ll get from my sessions: Realistic interview questions based on current industry standards Live coding and ML problem discussions Honest, structured feedback on strengths and improvement areas Guidance on how interviewers evaluate candidates If you’re preparing for Data Scientist, ML Engineer, or Full-Stack roles, I’ll help you identify gaps, improve confidence, and perform better in real interviews.