Pranav Rajeev Nair

WORK HISTORY

EDUCATION

ABOUT PRANAV RAJEEV NAIR

I operate at the intersection of Business Strategy and Data Science. As a dual-degree student pursuing an Integrated MBA at IIT Mandi and a BS in Data Science at IIT Madras, I combine executive decision-making frameworks with rigorous technical analysis.Core Technical Competencies:Advanced Machine Learning: Proficient in constructing and optimizing complex predictive pipelines. Specialized in deploying ensemble methods and gradient boosting algorithms (XGBoost, LightGBM, CatBoost) to maximize model accuracy and generalization.Data Engineering & Strategy: Skilled in rigorous Exploratory Data Analysis (EDA) and feature engineering. Experienced in handling real-world data challenges such as severe class imbalance and performing non-linear transformations for financial datasets.Mathematical & Statistical Rigor: Deep foundation in calculus and statistics (IOQM National & Regional Topper), enabling a first-principles approach to algorithm design and validation strategies like StratifiedKFold.I am actively seeking internships to apply these predictive modeling and analytics skills to solve large-scale business problems.Tech Stack: Python, SQL, Scikit-Learn, Pandas, NumPy.