Writing
Essays on AI for finance, multi-agent systems, Claude skills, and the strange territory of automating a job you used to do yourself. Hosted on Medium.
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I Automated My Job Search. Here’s the Architecture.
Most companies already use AI to screen resumes before a human ever opens them. I built a pipeline that works the same way back. Candidates use AI to write applications. Companies…
Mar 17, 2026 · 11 min read · Read on Medium → -
I Built a Deal Closing Auditor: Deterministic Scripts, LLM Judgment, Zero Rules
How an agentic workflow turns a chaotic stack of PDFs and a funds flow spreadsheet into a clean, documented audit trail in minutes. A dream for both preparers and auditors. The…
Mar 5, 2026 · 8 min read · Read on Medium → -
“I Had Over a Decade in Accounting. Then I Bet a Whole Year on AI.”
Someone asked me recently: “Why did you leave your job to study and build AI full-time?” It’s a fair question. I had more than a decade of experience across the Big 4 and private…
Feb 16, 2026 · 9 min read · Read on Medium → -
Your AI Skepticism Might Be Six Months Out of Date
Hallucinations. Job security. Data privacy. The questions I keep getting — answered. Ever since I started sharing about my AI journey, I started getting questions and concerns.…
Jan 28, 2026 · 15 min read · Read on Medium → -
Building Claude Skills as an Accountant (A Professional Skeptic’s Guide)
This is Part 2 of a 3-part series. Read Part 1: Standing in the Narrowing Gap Where AI Still Needs Us Cover image generated with ChatGPT, because of course it was. In Part 1, I…
Jan 21, 2026 · 10 min read · Read on Medium → -
Standing in the Narrowing Gap Where AI Still Needs Us
In November 2022, I tried ChatGPT for the first time. I asked it to explain accounting standards, draft emails, clean up Excel formulas. It felt like magic, but also limited. You…
Jan 20, 2026 · 6 min read · Read on Medium →