Soham Karmakar

Postgraduate in Mathematics with a deep interest in data-driven problem solving. Completed a Machine Learning course as part of the M.Sc. curriculum and executed end-to-end ML projects using Python and Scikit-learn. Skilled in statistical analysis, data visualization, and predictive modeling. Looking to start a career in Data Science where I can apply mathematical reasoning and technical skills to solve real-world challenges.

Scrap Price Forecasting (Regression)

• Predicted scrap metal prices using Linear, Polynomial, Ridge & Lasso
• Evaluated models using RMSE & R²
• Tools: Python, Scikit-learn, NumPy

Movie Rating Prediction (Classification)

• Predicted IMDb ratings using ML classifiers; best accuracy: 74% (Random Forest)
• Applied feature engineering and class balancing
• Tools: Python, Scikit-learn, Pandas

Hobbies

• Passionate Singer
• Traveling
• Football
• Film Enthusiast