Featured Projects
Production systems, APIs, and client applications built with strict type safety, automated tests, and scalable architectures.
Text2SQL Intelligence Engine
Natural language to SQL conversion engine leveraging LLMs and FastAPI. Allows non-technical business stakeholders to query relational databases safely with prompt engineering, query validation, and schema context injection.
RAG YouTube Title Generator
Retrieval-Augmented Generation (RAG) platform powered by Python, FastAPI, and MongoDB Atlas Vector Search. Grounded on high-performing video transcripts to generate viral, high-CTR titles.
Modular Churn Prediction Pipeline
End-to-end machine learning system predicting customer churn to improve retention rates. Features data pre-processing pipelines, model evaluation, and a containerized FastAPI model serving layer.
Bangla Sentiment Analysis NLP
Natural language processing pipeline for Bangla text sentiment classification. Implements tokenization, feature extraction, and machine learning models to classify sentiments with high accuracy.