Accountant turned AI builder
When ChatGPT launched in late 2022, it was a global moment. Not without controversy, but impossible to ignore. I was watching from the sidelines as the models kept getting better, and the pace was striking. Every few months, something that couldn't work before suddenly could. After twelve years in accounting and audit, I could see how this was going to change the industry. So almost three years after that first ChatGPT moment, I decided to leave and start building.
The projects, the posts, the lessons learned: it's all here.
Want to know how I think? Ask away. This AI is trained on my actual work, not generic data, so you'll get answers based on my experience, projects, and writing.
It responds fast and streams in real time, like you're chatting with me directly.
Selected work
#01 / Five Claude Code skills for running a whole job search
An AI-assisted career management pipeline built as five Claude Code skills. Discovers target companies, scores them against a 10-dimension rubric, runs deep company research, tailors resumes per role, and tracks every application end-to-end.
Claude Code skills · Python · JobSpy · Tavily · Gmail API · parallel sub-agents
Read the deep dive →#02 / Multi-agent month-end close system
A Google ADK prototype where one root coordinator agent dispatches a transaction-categorization workflow and a journal-entry generation workflow to run the bookkeeping side of a month-end close.
Google Agent Development Kit · Python · LLMs · ThreadPoolExecutor
Read the deep dive →
#03 / Claude skills for deterministic financial reporting
A library of single-purpose Claude skills that handle financial reporting workflows without hallucinating.
Claude SDK · Model Context Protocol · Python
Read the deep dive →More work: Funds Flow Audit Tool · Lovely Interiors · All on GitHub →
Writing
If you're building AI products and you need someone who has actually shipped finance workflows, not just read about them, I want to hear what you're working on.