Dastagir mulla

1+ year of work experience

Jun 20251 y 4 moPresent

Pune

Developed, trained and tuned classification and regression models (XGBoost, Decision Trees, Random Forest) using Scikit-learn, evaluating performance against AUC-ROC, Precision-Recall, F1-Score and RMSE metrics. • Engineered high-impact features and applied advanced scaling and encoding algorithms, improving baseline ML model predictive performance by 15%. • Containerized and deployed production-ready REST APIs using Docker, FastAPI and Flask on cloud environments for batch and real-time inference; implemented data drift detection to manage retraining triggers. • Collaborated with product owners to translate business objectives into scalable AI/ML solutions, defining KPIs and evaluation benchmarks for project initiatives.