Building Intelligent Systems

I'm Diego Alducin, Ph.D., a Senior Data Scientist with 10+ years of experience applying machine learning and AI to high-stakes domains including cybersecurity, transportation, and mission-critical systems.

Learn more about me or explore my writing below.

Tools

TROTA

Running analytics for Garmin data

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Trialogue

Multi-LLM comparison chat

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Passo

Your next step, always ready. Bodyweight workouts that adapt to your level.

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Featured

• I Researched Polymarket Arbitrage So You Don't Have To

  12 Mar, 2026

  Everyone's talking about "free money" on Polymarket. I spent a week digging into the data. The reality is way more interesting — and way more brutal — than the headlines suggest.

• MakeMeAnExpert: I Built an AI That Teaches Me Something New Every Day

  3 Mar, 2026

  What if you could become an expert in any subject in 30 days? I built a system that generates personalized daily lessons, quizzes, and uses the Feynman Technique to actually make knowledge stick.

• Passo: Building a Bodyweight Workout App in a Weekend

  18 Feb, 2026

  How I built Passo — a bodyweight workout generator that adapts to your fitness level — using AI workers and a weekend of coding.

• The Night Shift: What My AI Workers Build While I Sleep

  18 Feb, 2026

  My AI workers pulled 89 commits across 6 repos in one weekend. Here's what happens when you let autonomous agents run overnight.

• I Asked Three AIs How to Fix AI Memory (Here's What They Said)

  16 Feb, 2026

  I asked Claude, ChatGPT, and Gemini to research how to build persistent, model-agnostic memory for LLM assistants. Their answers were surprisingly consistent — and surprisingly practical.

• Trialogue Is Live: Lessons From Deploying My First AI App

  6 Feb, 2026

  Trialogue is live. Here's what went wrong (and right) deploying a Next.js + FastAPI app to Vercel and Railway.

• I Made Claude Code Work While I Sleep (Autonomous AI Workers)

  4 Feb, 2026

  Setting up autonomous Claude Code workers that develop software while I do other things. Yes, I'm basically a manager now.

• Teaching Neural Networks Quantum Physics (So They Can Do My Homework)

  2 Feb, 2026

  My master's thesis project where I made neural networks learn the Schrödinger equation. They're now 5000x faster than me at quantum simulations.