RAG / LLM-based music chatbot app over scraped YouTube data using faiss, langchain, and gemini.

LLM-based multi-lingual (English, Japanese) product search app over Mercari using neondb and gemini.

Master's thesis on Hierarchical Text Classification using Contrastive Learning, distilbert, and NLP.

Deep learning project for gesture recognition using MobileNet + Gated Recurrent Unit.

Machine learning project for churn prediction using PCA, XGBoost, and Logistic Regression.

NLP system using Topic Modelling (spaCy) followed by Random Forest for ticket classification.