2018 Dev milestone
Learning to code the hard way: every problem started with a Stack Overflow search.
Engineer · MBA · Full-stack builder
Full-stack engineer with a finance backbone. I ship data pipelines, financial systems, and production web apps — from infrastructure to ROI.
Engineering + MBA + CFA Level I
I combine engineering, finance, and AI to build software for industries where reliability matters: logistics, healthcare, finance, and industrial operations.
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AI
Systems
Industries
Key moments
2011
Graduated with a B.Eng in Electrical & Computer Engineering.
2011–2016
Five years as an aerospace engineer, designing and validating hardware in a high-stakes, zero-tolerance environment.
2018
Exposed to machine learning at business school, then given the opportunity to analyze large amounts of data at a logistics company.
2018 Dev milestone
Learning to code the hard way: every problem started with a Stack Overflow search.
2020
Passed CFA Level I during the COVID shutdown.
2020 Dev milestone
Started writing Python to automate the finance department of the logistics company I worked at.
2021
Shipped an app that automated the cost-input and invoice-processing department, roughly 20 roles of manual work.
2023
Built the billing-department automation, another ~15 roles absorbed by software.
2023 Dev milestone replaced Stack Overflow
ChatGPT replaced Stack Overflow. The first place I took a problem was now a conversation, not a search.
2024 Dev milestone replaced VS Code
Cursor replaced VS Code. The editor started writing code alongside me.
2024 Dev milestone
TypeScript development: asynchronous, object-oriented code on SvelteKit, Postgres and Cloudflare.
2025
Built ReportCaddy, a Harvard Business School AI project for energy-compliance reporting.
Nov 2025 Dev milestone
Claude Opus 4.5 could write whole pages. Suddenly anyone with an idea could try it on their own.
Jan 2026 Dev milestone
Started running my own AI operator on OpenClaw, open-sourced by Peter Steinberger. In my view, the most important code ever written.
2026
Left the corporate world to begin my own ventures.
2026 Dev milestone
Jev is released. Jevons paradox for intelligence: when it gets cheap and fast, you use far more of it.