Articles

Essays on AI, Careers & Building

Practical writing from the work — career transitions, production ML, and the stuff nobody tells you.

How to Pivot from Finance to Data Science (From Someone Who Did It)

A practical playbook from the trading floor to ML engineer — no CS degree or bootcamp debt required.

Read article →

The Data Science Interview Prep Guide That Actually Works

What hiring managers actually ask, how to frame system-design answers, and the traps that sink smart candidates.

Read article →

Why Most AI Automation Projects Fail (And How to Make Yours Work)

The pattern across dozens of enterprise engagements — and the decisions that separate shipping projects from stalled ones.

Read article →

How to Use Claude AI for Business: A Practical Guide

Concrete workflows, prompting patterns, and guardrails for getting real business value out of Claude.

Read article →