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BSc (Hons) Computer Science
July 2025 | 2:1 Honours
Relevant Coursework: Artificial Intelligence I & II, Machine Learning, Database Design & Implementation, Advanced Software Development, Autonomous Agents & Multi-Agent Systems, Advanced Algorithms, Advanced Artificial Intelligence.
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Full-stack Engineer Intern
July 2025 – Present
Developing innovative solutions at CarbonTrac, a climate technology startup. Building full-stack applications and training machine learning models with the goal of reducing the UK's carbon emission by 5% by 2030.
UX & Accessibility Intern
July 2024 – August 2024
Conducted comprehensive research on AI applications in healthcare, facilitated stakeholder workshops, and developed user personas. Designed service and journey maps, prototypes, and conducted user research to refine solutions. Delivered actionable insights for more user-centric, efficient healthcare AI systems.
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Python & TypeScript
Full-stack & systems architecture
Backend & API Design
FastAPI, NestJS & REST services
Distributed Systems
Celery, Redis & async worker queues
Relational Databases
PostgreSQL, MySQL & JSONB schemas
High-Performance Systems
JIT compilation, bitboards & algorithmic optimization
Containerization & DevOps
Docker Compose, multi-stage builds & Nginx
Automated Testing & QA
Playwright E2E, integration & unit suites
Version Control & CI/CD
Git workflows, GitHub Actions & release automation
Generative AI & Diffusion
Stable Diffusion, ControlNet & zero-conv pipelines
Multi-Agent Systems
LLM orchestration, tool use & multi-pass adjudication
Deep Learning & PyTorch
Custom training loops, diffusers & CUDA acceleration
Graph Neural Networks (GNN)
PyTorch Geometric, temporal holdouts & embeddings
Computer Vision
Medical segmentation, OpenCV & Canny edge detection
Natural Language Processing
Semantic diffing, filings analysis & embeddings
Autonomous Game AI & Search
Alpha-Beta, PVS, transposition tables & quiescence
Explainable AI (XAI)
Feature attribution, zero-shot validation & interpretability
Probabilistic Modeling
Dixon-Coles & Poisson goal expectation engines
Monte Carlo Simulation
50,000+ run tournament & league distributions
Statistical Machine Learning
LightGBM, XGBoost, scikit-learn & ensemble blending
Walk-Forward Backtesting
Out-of-sample validation & betting market benchmark checks
Data Engineering & ETL
NumPy, Pandas & high-throughput data manipulation
Scientific Visualization
Statistical distributions, interactive metrics & reporting
Specialized Technologies, Frameworks & Tooling
Browse My Recent
Autonomous Web Compliance & Accessibility Platform
AI-powered web compliance platform delivering automated WCAG 2.2 AA accessibility audits and GDPR/CCPA privacy assessments. Features multi-page Playwright sitemap crawling, axe-core analysis, multi-agent LLM adjudication, scheduled monitoring, and Stripe billing.
High-Performance AI Chess Engine (AI Chessathon)
High-performance autonomous chess engine built for the AI Chessathon tournament. Features custom bitboards with magic attack lookups, JIT-compiled Numba search achieving 1.4-2.0M nodes/sec, negamax alpha-beta with PVS, 2M-entry transposition tables, aspiration windows, null-move pruning, and tapered evaluation.
Parity-Verified Diffusion
From-scratch, mathematical parity-verified ControlNet for Stable Diffusion v1.5 with end-to-end training pipeline, zero-convolution growth validation, and COCO Canny conditioning.
AI 10-K Disclosure Diffing & Removal Detector
AI-powered 10-K risk disclosure analysis engine comparing SEC Item 1A/7A filings across years to surface removed, softened, and new risk language using semantic alignment and LLM judgment.
Across AI, data science, full-stack and systems work
AI Career Advisor
Agentic career advisor that parses CVs, scores each skill against O*NET AI automation exposure data, ranks matched jobs by a fit-vs-risk composite score, generates tailored cover letters, and autonomously submits applications via browser automation with a live CDP screencast feed.
Multi-Entity Command Centre for Xero
Multi-entity financial operations command center where AI proposes structured cross-organization chart of accounts mappings with human approval, deterministic execution, and drift-aware health monitoring.
Structure-Conditioned Graph-ML Core
Shared graph machine learning core for structure-conditioned models featuring temporal-holdout evaluation harnesses, GNN encoders, and specialized adapters for fraud detection, risk, and discovery.
Probabilistic FIFA World Cup Forecasting Engine
Goal-based probabilistic forecasting system for the 2026 FIFA World Cup using Elo-parameterized Dixon-Coles models, gradient-boosted ensemble blending, and 50,000-run Monte Carlo simulations with backtesting against de-vigged bookmaker odds.
Break scheduling and Kitchen management system
Venue management platform with intelligent break scheduling and kitchen order management
Real-time Relativistic Ray Tracer
GPU-accelerated black hole visualization implementing Einstein's field equations with real-time ray tracing through curved spacetime. Features Kerr & Schwarzschild metrics, gravitational lensing, accretion disks, and relativistic jets.
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