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Eugene Zhou

building things.

I build things to understand them. Write about what I learn. Chase whatever's interesting.

Verified Receipts & Proof Bank
Real outcomes over performed expertise.
11 projects · 3 case studies

Oddly Useful Studios, live

The studio's public front, live since 2026-08-27: a light-only static site on its own eight-component design system, self-hosted type, an entrance scene, and eleven projects with three written case studies. Deployed by direct upload to Cloudflare Pages.

10 Markdown posts · 4 typed projects · 23 static pages

Static Portfolio & Content Engine

A statically exported Next.js portfolio in a pnpm monorepo: blog posts as Markdown files, a typed project catalog, a local swipefile export, and a Vercel deploy on every push.

134 Twitter bookmarks categorized · 13 public

Local-First AI Swipefile

A local JSON store, a rate-limited Twitter bookmark sync, and an LLM categorizer (a local Ollama model or a cloud API) that sorts bookmarks into public and private categories. The public ones render at /swipefile.

29 protocols · 4 logged runs · 50 commits

Test Kitchen: Git-Backed Recipe Lab Notebook

Applied formal doctoral research methodology and SOPs to cooking using Astro, TypeScript, and Git version control as an immutable lab notebook.

Build to understand

I make things to figure out how they work. Fast iteration over passive study.

Scientific rigor, modern velocity

Ph.D. research protocol meets AI pair programming to test hypotheses in code.

Proof over performance

Real receipts, documented failures, and open lab notebooks over performed expertise.

Focus Areas

What I Think & Build Around

Four distinct themes where scientific rigor, autonomous code, and deep curiosity intersect.

AI EngineeringVibe coding with systems rigor

AI-Native Product Engineering

How non-traditional developers and domain experts ship robust software using AI pairing, agent orchestration, and modern tools.

#Next.js#TypeScript#Claude
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Biotech & ClinicalDemystifying complex drug pipelines

Biotech & Clinical Systems

Applying software architectures and domain depth to clinical trial data, competitive intelligence, and therapeutics.

#Clinical Trials#Therapeutics#Biotech
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R&D NotebooksTreating life and craft like a lab protocol

Systematic Learning & R&D Notebooks

Applying doctoral research methodology, SOPs, and version control to cooking, decision-making, and personal development.

#Test Kitchen#Lab Notebook#Experimental Design
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Autonomous ToolsLocal-first leverage and media machines

Autonomous Media & Personal Tooling

Building transparent personal AI agents, swipefile knowledge graphs, and content pipelines that scale trust.

#Swipefile#Automation#Beehiiv
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Background & Thesis

I build things to learn how they work.

I'm not a traditional developer. I have a Ph.D. in clinical therapeutics and an MBA in strategy, but I spend most of my time now building systems with AI and writing about what interests me.

The bottleneck in software is no longer syntax—it is taste, architecture, and iterative rigor. AI tools handle the heavy lifting while I focus on what to build and why it matters.

Proof Assets

Things I've built

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Test Kitchen

Test Kitchen

A personal lab notebook for recipe development. Document variables, track outcomes, iterate systematically.

House of Weebs

House of Weebs

Anime wall art from a store that runs on a production pipeline, with a human check on every piece.

CoffeeChatPro

CoffeeChatPro

A free course that prepares life-science students and recent graduates for better coffee chats, with optional credit-based AI tools.

Writing & Logs

Recent notes

Honest documentation on things I'm learning, building, or breaking.

Read all posts
ArticleFeb 13

Building a competitive landscape takes two weeks. It shouldn't.

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ArticleFeb 09

I ran my portfolio through Apple's design guidelines and most of it failed

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ArticleFeb 08

Teaching an AI to research stocks and poke holes in my ideas

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ArticleFeb 07

I built a portfolio site. Here's what actually surprised me.

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Living Research

Recent Swipes & Signals

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The Weekly Dispatch

Stay in the loop on what I'm building.

Every week, I send a short digest of new build logs, curated swipefile items, and contrarian takeaways across AI, software, and biotech. Zero fluff.

Have a specific project or advisory inquiry? Say hi directly →