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CHANNEL 00

ENTRY

James Duxbury
NameJames DuxburyAfCIISACTIVE
RoleSoftware engineer · AI & application security
EducationDurham University · Integrated MEng Computer Science
Years2022 — 2026FINAL YEAR
CVcv.pdfdownload
CHANNEL 01

ABOUT

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.

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CHANNEL 02

WORK

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P1

FG-HAN

2025 — 2026
IN DEVUNDER EXAM

Feature-guided hierarchical attention for BPD detection

Python · PyTorch · HuggingFace · +4

P2

JSGrades

2025 — 2026
IN DEV

Qualification tracker (in progress)

React · Node.js · PostgreSQL · +5

P3

Researcher Agent

2025
SHIPPED

Semantic Scholar paper monitor

Python · Semantic Scholar API · Gemini AI · +1

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CHANNEL 03

SKILLS

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Languages & Frameworks

11 items

PythonJavaScriptTypeScriptJava· +7

AI & Data Science

6 items

PyTorchscikit-learnOpenCVPandas· +2

Cloud & Infrastructure

9 items

GitGitHubGitLab CI/CDDocker· +5

Development Practices

4 items

AgileTDDPair / Mob ProgrammingCode Review

AI Development Tools

3 items

WindsurfCursorClaude Code

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CHANNEL 04

EXPERIENCE

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  • Designed and developed a Vite + React dashboard enabling non-technical users to visualise and explore complex question sets across 9 products, reducing reliance on developers for data retrieval.
  • Engineered a recursive parsing algorithm to translate JSONLogic rules into natural-language bullet points, generalising across diverse logical expressions and business operators.
  • Led a mob-programming intern project re-engineering a legacy internal tool with modern UI, advanced filtering, and maintainability improvements for future system migration.
  • Implemented and optimised GitLab CI/CD pipelines, enforcing automated testing and code-quality checks to accelerate development workflows.
  • Applied AI-assisted development tools (Windsurf, Cursor) to streamline debugging, refactor for scalability, and auto-generate test cases — enabling greater focus on long-term architecture.

Sales Consultant

September 2019 — October 2021

Next · Bedford

full historyopen /experience →
CHANNEL 05

EDUCATION

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  • On track for First Class Honours; strong performance in Software Engineering, Data Science and AI modules.
  • Project Lead on an IBM-sponsored software engineering project (grade 80%), implementing NPC and player logic in an agile, team-based environment.
  • Achieved 98% in both full-stack web development courseworks.
  • Dissertation: FG-HAN — hierarchical attention networks with clinically grounded feature-guided attention for Borderline Personality Disorder detection on Reddit.
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