work

Deep learning from scratch. No TensorFlow, no PyTorch.

This project implements a comprehensive framework for dynamic bus service rationalization designed to combat bus bunching and improve headway regularity in urban transit systems.

Robust ML pipeline for price prediction with MLflow integration and automated deployment for real-time predictions.

AI-powered healthcare platform for personalized patient care and predictive analytics to eliminate the first prescription.

State-of-the-art AI, symptom checking, and biometric data analysis. By integrating symptom NLP, health data, and real-time doctor connection, it enables timely medical insights and improves access to qualified care