Machine Learning Engineer Intern — TechnoloCoLabs Softwares (Remote) (Jan 2025 – Mar 2025)
RoutingDesigned and executed an end-to-end machine learning pipeline for last-mile delivery ETA prediction, supporting subsequent model training and evaluation. The work included feature engineering from pickup and delivery datasets and building a deployable prediction service. While the role was not explicitly “data labeling,” it involved data preparation steps typical of AI training workflows. • Processed pickup and delivery datasets across five Chinese regions for arrival-time forecasting. • Engineered features such as Haversine distance, log transforms, and PCA-based dimensionality reduction. • Trained and tuned multiple regression models (Linear Regression, Lasso, XGBoost) with cross-validation. • Containerized a FastAPI service and integrated monitoring using Prometheus.