Background
I just wanted to be lazy...
I taught myself to code in an effort to "automate the boring work" of my Operations management job.
I told myself I'd save so much time... how naive I was.
2018-2020
Manual work became scripts
Started in operations and used VBA, then Python, Selenium and Pandas to remove recurring reporting work. This was the practical beginning: messy workflows, real users, and immediate feedback when automation helped or hurt.
2021-2023
Scripts became systems
Built the first serious internal platforms at GiveTel: MySQL/RDS databases, AWS API Gateway/Lambda endpoints, TypeScript interfaces, batch exports, call-recording ETL, OAuth and security controls.
2024-now
Systems became products
Founded Sound Systems and joined FeeWise, moving deeper into production product work: AI support agents, automated refunds, payment reporting, client portals, phishing simulation platforms, migrations and founder-led product builds.
Recent obsession
Parallelising development
Agentic coding changed the shape of my workflow. A lot of recent public work is about making autonomous changes easier to isolate and review: worktrees, tmux, Neovim plugins, Go CLIs and small tools that make iteration cheaper.