Misbha User

I’m a recent BCA graduate with hands-on experience building scalable full-stack web applications and AI-powered solutions. I focus on production-ready backend systems, REST APIs, and strong software engineering fundamentals.

During my Machine Learning & Computer Vision internship at a Visual Intelligence center, I engineered an AI-based reflection removal solution using deep learning and image preprocessing. I evaluated models on real-world datasets and contributed to image restoration workflows for the NTIRE 2026 Reflection Removal in the Wild Challenge.

In my projects, I shipped end-to-end systems with FastAPI and modern web interfaces—like GlassClear, where I built an RDNet-based pipeline for single-image glare and reflection removal. I also created an AI Mock Interview Platform using React, FastAPI, and generative AI, and built a MERN-based DisasterLink platform with SOS request management and real-time mapping using OpenStreetMap and Leaflet.js.

I’m passionate about backend engineering, artificial intelligence, and solving real-world problems with dependable software. With experience across Python, JavaScript, FastAPI, and NoSQL/SQL databases, I’m ready to contribute to teams building impactful products.