I build end-to-end machine learning and NLP pipelines—from raw data to validated models—using Python, SQL, Scikit-learn, and Pandas.
Most recently, I built a sentiment classification system for real-world product reviews, moving beyond notebook-only experiments with careful validation against a held-out test set.
For projects like Flipkart Sentiment Analysis and Flight Price Prediction, I work through feature engineering, EDA, model evaluation, and hyperparameter tuning to improve robustness and predictive accuracy.
