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Full stack and AI solutions engineer. I build software and automation that make businesses run faster, and write about the engineering behind it.

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The blog

Thoughts on building software

Long form thinking on architecture, debugging, AI in production, and the messy intersection of code and business. The trade-offs, failures, and decisions that do not fit into tutorials.

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How Simple Demand Forecasting Cuts Food Waste and Costs
AI Development · 10 min read
Today

How Simple Demand Forecasting Cuts Food Waste and Costs

Every night, cafes and grocers throw away food they made too much of, while also running out of best sellers. This guide shows how simple demand forecasting uses your own sales history to stock closer to real demand, with step by step code.

reduce food wastepandaspython+5 more
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Fast in Dev, Slow API in Production: Fixing Your API
Backend Engineering · 8 min read
6 months ago

Fast in Dev, Slow API in Production: Fixing Your API

Your API feels instant on your laptop, then crawls the moment real users arrive. This beginner friendly tutorial explains why a fast API becomes a slow API in production, and walks you step by step through the fixes in PHP, Postgres, and the frontend.

n+1 queryslow apiconnection pooling+9 more
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