FG-HAN
2025 — 2026Feature-guided hierarchical attention for BPD detection
Python · PyTorch · HuggingFace · +4

Final-year MEng Computer Science student at Durham University, specialising in Artificial Intelligence and application security. Strong foundation in software engineering, data science, and machine learning research.
My dissertation, FG-HAN, investigates detecting Borderline Personality Disorder from Reddit posts using hierarchical attention networks with clinically grounded NLP features, balancing predictive performance with explainability. I recently completed a summer internship at Compare the Market, where I shipped a Vite + React dashboard and a JSONLogic-to-natural-language parser to improve knowledge transfer across technical and business teams.
Feature-guided hierarchical attention for BPD detection
Python · PyTorch · HuggingFace · +4
Semantic Scholar paper monitor
Python · Semantic Scholar API · Gemini AI · +1
PythonJavaScriptTypeScriptJava· +7
PyTorchscikit-learnOpenCVPandas· +2
GitGitHubGitLab CI/CDDocker· +5
AgileTDDPair / Mob ProgrammingCode Review
WindsurfCursorClaude Code
Next · Bedford