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coderback/README.md

Hey 👋 I'm Timothy

CS Graduate • Software Engineer • Aspiring ML Researcher

🌐 Portfolio • 💼 LinkedIn • 📫 Email Me


🧠 About Me

I'm a Computer Science graduate from UWE Bristol, passionate about building useful systems powered by artificial intelligence and developer-centred design. I thrive at the intersection of machine learning, systems design, and problem solving—building everything from tiny OS kernels to fine-tuning LLMs.

  • 🔭 Currently building: Agentic web compliance SaaS, graph embedding engine for financial-crime/risk modelling, and semantic detector for removed 10-K disclosures
  • 📚 Deep dive interests: Multi-modal AI, ML Interpretability, Agent memory + reflection, Computer Vision, Graph neural networks × LLMs
  • 🛠️ I enjoy learning by shipping from hackathon builds to production-shaped side projects
  • 🌍 Always exploring how to apply tech to compliance, finance, and accessibility

🛠️ Tech Stack

Python R JavaScript TypeScript C++ React Next.js Tailwind CSS Node.js FastAPI Django PostgreSQL PyTorch Tensorflow Docker

Thanks for stopping by ✨ Star a project, send a PR, or say hello!

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  1. ControlNet-Implementation ControlNet-Implementation Public

    From-scratch, parity-verified ControlNet (Stable Diffusion v1.5) with end-to-end training, inference, and evaluation on COCO Canny conditioning.

    Jupyter Notebook

  2. TobiOS TobiOS Public

    A comprehensive C++ operating system simulation demonstrating core OS concepts including memory management, process scheduling, virtual filesystems, and interactive shell interfaces.

    C++

  3. fifa-wc2026-prediction-model fifa-wc2026-prediction-model Public

    Probabilistic 2026 FIFA World Cup forecasting engine using Elo + Dixon–Coles goals modeling, gradient-boosted ensemble blending, and 50k-run Monte Carlo simulation with rigorous walk-forward/backte…

    Jupyter Notebook

  4. Unsaid Unsaid Public

    AI 10-K disclosure diffing: compares Item 1A/7A across years and surfaces REMOVED, SOFTENED, and NEW risk language using semantic alignment + LLM judgment.

    TypeScript

  5. Windrush Windrush Public

    Windrush is an AI career transition platform that parses CVs, scores AI automation exposure, finds and ranks matching jobs, generates tailored CVs/cover letters, and can auto-apply via browser auto…

    Python

  6. cambium cambium Public

    Shared graph-ML core for structure-conditioned models — temporal-holdout evaluation, GNN encoders, and adapters for fraud, risk, code and discovery.

    Python