Musharaf Shah

Currently in my last year and working on my Final Year Project (FYP). My FYP is in medical research, focusing on using ultrasound images to detect kidney stones and breast cancer by training ML models.

Designed a lightweight image classification model to detect diseases like dengue and tuberculosis based on visual symptoms in images during a hackathon. Applied CNN-based image classifiers to achieve promising accuracy despite dataset constraints.

Developed a real-time license plate detection system using YOLOv8 and Python. Collected and labeled hundreds of vehicle images using LabelImg to annotate number plates, achieving successful real-time performance.

Built an offline pipeline that clones a Hungarian speaker’s voice to generate English audio using Whisper + TTS. Synchronized translated transcript with the cloned voice output for natural audio generation.

Developed an NLP system that matches candidate CVs to job descriptions using SBERT embeddings. Added scoring, ranking, and relevance highlighting features, built with Streamlit and optimized for HR and ATS systems.

Activities and societies: Participated in a recent Hackathon held at Capital University of Science and Technology. Presented our solution in a very confident manner.

Currently in my last year and working on my Final Year Project (FYP). The FYP is in medical research, focusing on ultrasound images to detect kidney stones and breast cancer by training ML models using ultrasound scans. We are also planning on creating our own research paper.