My Projects
A collection of my work in AI, healthcare, and software development
BrainRoute: BBB Permeability Prediction tool
Built BrainRoute, a machine learning-based tool for predicting Blood-Brain-Barrier (BBB) permeability of small molecules, utilizing molecular structure data to facilitate drug discovery for neurological diseases.
BrainRoute-db: BBB molecular database
A Molecular Intelligence Platform for exploring Blood-Brain Barrier (BBB) permeable molecules with AI-powered predictions and comprehensive molecular data visualization.
Dengue-Drug
An AI-Driven Dengue Inhibitor Discovery integrating machine learning and molecular docking to identify potential inhibitors against dengue virus, facilitating drug discovery efforts.
RAG-Based Chatbot System
Built retrieval-augmented generation (RAG) system for question-answering over custom knowledge bases using local AI models, demonstrating advanced prompt engineering and vector database integration. Implemented document embedding pipeline and semantic search functionality.
AI-Powered YouTube Video Summarizer
Developed automated tool that extracts video transcripts and generates concise summaries using LLMs, reducing content review time by enabling rapid information extraction. Integrated multi-model API support for flexible summarization.
Customer Purchase Prediction Models
Trained binary classification models achieving 91% accuracy in predicting customer purchase behavior. Performed feature engineering and model comparison across multiple algorithms to identify optimal predictive approach.
Ticketz: Smart Ticketing System
Designed and developed mobile application utilizing QR code technology for contactless bus ticket purchase and validation. Implemented Firebase backend for real-time ticket validation and transaction management.
Facial Recognition System
Collaborated with team to develop convolutional neural network achieving 98% accuracy in facial recognition for classroom attendance tracking. Implemented data augmentation techniques and transfer learning.
CheckIT: Market Management Platform
Developed full-stack web application with RESTful APIs connecting buyers and sellers, addressing market inefficiencies in product availability. Designed database schema and implemented CRUD operations.