Computer Science at University of Manchester
Full-stack software developer, Computer Science at University of Manchester. Developed a full-stack web app integrating semantic search for FAQs using Flask and React. Created a RESTful API and automated data entry for kart combinations using Python and C#.
A FAQ retrieval system that uses asymmetric semantic search to retrieve the top k closest answers from a dataset based on user questions. This project demonstrates applying NLP embeddings, Python backend APIs and a React frontend in a structured, iterative development process. The project can be…