Building Intelligent Systems
RSS FeedI'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.
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Featured
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I Researched Polymarket Arbitrage So You Don't Have To
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.
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MakeMeAnExpert: I Built an AI That Teaches Me Something New Every Day
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.
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Passo: Building a Bodyweight Workout App in a Weekend
How I built Passo — a bodyweight workout generator that adapts to your fitness level — using AI workers and a weekend of coding.
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The Night Shift: What My AI Workers Build While I Sleep
My AI workers pulled 89 commits across 6 repos in one weekend. Here's what happens when you let autonomous agents run overnight.
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I Asked Three AIs How to Fix AI Memory (Here's What They Said)
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.
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Trialogue Is Live: Lessons From Deploying My First AI App
Trialogue is live. Here's what went wrong (and right) deploying a Next.js + FastAPI app to Vercel and Railway.
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I Made Claude Code Work While I Sleep (Autonomous AI Workers)
Setting up autonomous Claude Code workers that develop software while I do other things. Yes, I'm basically a manager now.
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Teaching Neural Networks Quantum Physics (So They Can Do My Homework)
My master's thesis project where I made neural networks learn the Schrödinger equation. They're now 5000x faster than me at quantum simulations.
Recent Posts
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Take Back Time: I Built an Android App to Track Where My Hours Go
I got tired of vaguely feeling like I was on my phone too much, so I built an app that shows me the numbers. Here's how Take Back Time works under the hood.
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I Gave My AI Assistant an Art Degree (MCP Image Generation)
How I connected Google's Imagen 4 to Claude Code via MCP, the difference between nanobanana and a custom server, and why your AI assistant should learn to draw.
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TROTA: Building a Running Analytics App with AI Workers
A running analytics app built almost entirely by autonomous AI workers. Garmin sync, climb detection, HR zones, and more.
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Controlling My Dev Server Through WhatsApp (Because Why Not)
Built a WhatsApp bridge so I can check on my AI workers from my phone. Baileys, ban risks, and questionable life choices.