I'm a Computer Science student at the University of Manchester (graduating 2026), passionate about systems programming, backend engineering, computer vision, and applying technology in finance.
I’ve co-founded a startup (Avalanche Tech), built production-ready platforms, and completed internships in brokerage and research where I was mentored by senior leaders and exposed to how ML/AI are used in financial analysis.
Currently, I’m applying for graduate Software Engineering roles at leading tech and trading firms.
- Football Player Detection & Tactical Analytics
End-to-end computer vision pipeline for football broadcast footage, using YOLO, BoT-SORT, and homography-based pitch mapping.
Detects and tracks players, referees, goalkeepers, and the ball; assigns teams; projects player positions onto a 2D pitch; and generates tactical outputs such as possession, passes, turnovers, pass arrows, heatmaps, trajectories, and match reports.
Built as my final-year dissertation project, with evaluated results including 0.923 mAP50 for player/GK/referee detection, 0.929 mAP50 for dedicated ball detection, and valid homography projection on 92.4% of frames in a 30-second broadcast test clip. - Java Shell
Lightweight shell built in Java — won 1st place at StudentHack 2025.
Features include process management, I/O redirection, and command history. - TwinTutor
Modular intelligent tutoring assistant — designed to provide structured, student-friendly explanations, personalized help, and self-paced learning support. Ideal for learners tackling complex or technical topics (e.g. programming, algorithms, theory) — TwinTutor helps break down difficult concepts into digestible, understandable explanations.
- Ethereum Network Trading App — High-performance crypto trading system in Python with Web3 API integration and optimized execution.
- Athena Virtual Assistant — Async Python assistant with NLP and email automation, cutting manual workflows by 70%.
- Avalanche Tech (Startup) — Co-founded software dev startup delivering a production-ready full-stack platform for clients.
(These projects are private due to client/IP restrictions, but I’m happy to discuss details in interviews.)
Languages: Python, Java, ARM Assembly, Verilog
Backend: Flask, FastAPI, SQLAlchemy, REST APIs, Docker, Git
Data/Analytics: Pandas, NumPy, Matplotlib, OpenCV, YOLO
Other: Linux/Unix, Web3, Blockchain, Cryptography