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CodenameCookie/README.md

๐Ÿ‘‹ Hi, Iโ€™m Gary

Iโ€™m a hands-on coder, data tinkerer, and builder of systems that blend AI,
sports-trading analytics, and developer tooling. I enjoy turning complex
ideas into pipelines, models, and tools that actually work in the real world.

Right now Iโ€™m building TaskVance - a fast, code-aware project execution engine
designed for developer teams. Iโ€™m also developing advanced Betfair greyhound
trading strategies
, mixing time-series analysis, feature engineering,
probabilistic modelling, and algorithmic staking systems.

Always experimenting, always shipping, always learning.


๐Ÿš€ Tech & Tools I Use

Languages

Python JavaScript Node.js R SQL

Frameworks & Libraries

PyTorch Pandas NumPy scikit-learn

AI & Cloud

OpenAI Azure RunPod GitHub Actions

Tools

VS Code Cursor Git Linux


๐Ÿ“ˆ GitHub Stats


๐Ÿ”ญ Current Projects

๐Ÿง  TaskVance (taskvance.com)

AI-powered project execution engine for developer teams.
Focus: code-awareness, fast delivery, agent governance, GitHub automation.

๐Ÿพ Greyhound Trading Analytics

Advanced Betfair modelling:

  • time-series trend signals
  • Markov performance throttles
  • strategy filters
  • probabilistic staking systems
  • feature engineering (trainer stats, diff signals, sectional models)
  • scalable Jupyter pipelines

โš™๏ธ Azure Control Toolkit

Python-based automation toolkit for scanning, fixing, and diagnosing
multi-tenant Azure issues (ghost domains, OIDC links, billing cross-tenant).


๐Ÿ“š What I'm Working on Now

  • Expanding TaskVanceโ€™s Board Roundtable AI decision engine
  • Building smarter edge modelling for greyhound markets
  • Automating Azure tenant scanning and domain-debug pipelines
  • Increasing my AI coding throughput using Cursor, Codex, and OpenAI APIs
  • Exploring meta-systems: psychology, information theory, synchronicity models

๐ŸŽฏ Interests Beyond Coding

  • Time series and behavioural modelling
  • Occult frameworks as metaphor for system design
  • Health, fitness, and human optimisation
  • Mixed epistemology (science ร— intuition ร— systems thinking)
  • Blogging and long-form idea exploration
  • Football Manager and sports strategy sims

๐Ÿ“ฌ Contact

  • GitHub: CodenameCookie
  • Email: (add when ready)
  • Website: taskvance.com (in progress)

โœจ Final Note

I like building things that give people leverage โ€” tools that make
them stronger, faster, and more capable. If youโ€™re working on anything similar,
feel free to reach out.

Pinned Loading

  1. Tree-To-File Tree-To-File Public

    PowerShell script to save the tree structure of a project to text file, excluding the inside of node_modules directory.

    PowerShell 1

  2. heapqbasic heapqbasic Public

    Basic example of queueing system using Python heapq

    Python

  3. koboldcpp-amd-rdna2-optimised-setup koboldcpp-amd-rdna2-optimised-setup Public

    Optimised settings for running KoboldCpp with AMD GPUs, specifically tested with the AMD Radeon RX 6700 XT and Llama 2 7B model

    Python 1