Project Portfolio
A showcase of my end-to-end capabilities in Data Science, Machine Learning, and AI Engineering—from ideation and analysis to deployment and monitoring.
Generative AI & NLP
AI-Powered Interview Preparation Coach
Developed and deployed a specialized application to assist users in preparing for technical and behavioral interviews. The tool leverages advanced prompt engineering with the OpenAI API to simulate various interviewer personas and provide tailored feedback.
Technologies Used:
Generative AI & MLOps
Advanced RAG Chatbot for Career Consulting
Built a domain-specific chatbot using LangChain that implements advanced Retrieval-Augmented Generation (RAG) and function calling. The system uses real-time job market data to provide insightful career advice.
Technologies Used:
Predictive Modeling & Cloud
Home Credit Default Risk Model (POC)
Engineered and deployed a machine learning model on Google Cloud Platform to predict loan default risk, demonstrating end-to-end MLOps capabilities for a FinTech proof-of-concept.
Technologies Used:
Kaggle & Competitive Data Science
Spaceship Titanic Competition (Top Performer)
Achieved a competitive score of 0.79+ by applying advanced feature engineering, handling mixed data types, and ensembling multiple models like XGBoost.