AI Engineer Intern (Final-Year Project)
- 01
Designed and delivered TransportAI, an intelligent public transport management platform integrating a React analytical dashboard, an ML prediction engine, an assisted planning system, and a breakdown management module.
- 02
Benchmarked Random Forest, XGBoost, Gradient Boosting, and Linear Regression for operational forecasting; selected Random Forest with R² = 0.997 to support data-driven planning.
- 03
Engineered a multilingual RAG assistant with LangChain, ChromaDB, and a locally deployed Ollama LLM, reaching 96% answer faithfulness on a 50-question evaluation set.
- 04
Architected a fully on-premise stack with React, FastAPI, Oracle 11g, and Ollama; built the responsive React front end consuming FastAPI REST APIs for data confidentiality and operational autonomy.
