Hi, I'm Ankush Singh.

Hosify is an end-to-end house price prediction platform that combines machine learning and full-stack development. Built using Python, TensorFlow, and FastAPI, it features a robust ETL pipeline with reproducible preprocessing to ensure consistent model performance. The system includes a React.js and Tailwind CSS dashboard for live predictions and interactive trend analysis, along with Matplotlib and Seaborn-powered EDA reports. It is containerized using Docker and deployed on Render, with SQLite used to maintain prediction history.

Ridex is a full-stack vehicle booking platform built with Next.js and MongoDB that enables seamless rider-driver interaction through real-time audio and video communication powered by ZEGOCLOUD. The platform features a well-structured RESTful API system to manage bookings, user authentication, and ride lifecycle stages (request, assignment, completion), ensuring scalability, low latency, and consistent performance across multiple users.