
Squad Rotation Tool v2.0
Fair game-time allocation for age-grade rugby teams
Age-grade coaches must ensure fair playing time while managing skill levels and player availability
I'm a systems engineer learning to build software with AI collaboration. Coding's learning curve always felt too steep; until AI removed that excuse. Now I'm building time-saving tools for rugby coaches and exploring whatever makes me curious.

Fair game-time allocation for age-grade rugby teams
Age-grade coaches must ensure fair playing time while managing skill levels and player availability

Multi-model AI collaboration for rugby session planning
Single AI models have blind spots. Each has different strengths in creativity, structure, and analytical thinking. Rugby coaching needs all three.

AI-powered coaching animation tool
Building an AI-powered coaching animation tool to help coaches create engaging and effective training sessions.
Automated momentum tracking for personal goals and project milestones
Goal tracking in Obsidian often feels disconnected from the daily routine. String-based parsing is fragile, and staying in flow requires a mobile-first, offline-capable dashboard that treats your vault as the sole source of truth.

Fair game-time allocation for age-grade rugby teams
Built to help volunteer coaches manage complex rotation requirements

AI-powered training session generator for rugby coaches
Exploring cost-effective deployment while maintaining quality AI-generated sessions

Guided reflection tool for coaches and practitioners
Expanding from coaching reflections to broader Stoic philosophical practice

Multi-model AI collaboration for rugby session planning
Three models independently plan, review each other's work, then a chairman synthesizes the best elements

Real-time multiplayer battleship game with a twist
Full-stack TypeScript game with WebSocket multiplayer, built to explore real-time state synchronization

Clone of the classic Pong game using React and Redux
My first attempt at building a Pong clone was classic 'black box' vibe coding. This time I focused on clean architecture and state management.

Professional learning management system
Comprehensive LMS with course creation, user management, and progress tracking

AI-powered coaching animation tool
AI-powered coaching animation tool
Automated momentum tracking for personal goals and project milestones
Progress: 80% | Treating your vault as a structured AST for resilient goal tracking

Gaining visibility into the silent devices on your consumer network
Design Phase Approved | Visualizing network topology and identifying OUI data without root overhead

Hybrid agentic workflows to bypass API limits and costs
Early Benchmarking | Chaining local models for routine tasks to maintain an infinite 'vibe coding' flow

A structured repository for the rapid evolution of Large Language Models
Repository Seeding | Synthesizing the 'art of the possible' into a queryable knowledge base