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<!DOCTYPE html>
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<title>Eric Zou</title>
<meta name="description" content="Eric Zou, Electrical Engineering at Waterloo. Building UGMI, and tools that coding agents build for me.">
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<span class="nav__brand">eric zou</span>
<button class="tab" role="tab" data-page="home" aria-selected="true"><span class="tab__key">1</span>home</button>
<button class="tab" role="tab" data-page="skills" aria-selected="false"><span class="tab__key">2</span>skills</button>
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<div class="main" id="main">
<section class="panel is-active" id="p-home" role="tabpanel">
<div class="hero">
<div class="hero__art">
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</div>
<div class="hero__pic">
<img src="assets/pfp.webp" width="104" height="104" alt="Eric Zou" loading="eager" decoding="async">
</div>
</div>
<p>20, waterloo ee. love to run experiments and be proven wrong. most of what i build now gets built by coding agents running in a harness i wrote, and i spend my time deciding what they should make.</p>
<h2>Currently</h2>
<div class="row">
<div class="row__head"><span class="row__name">ugmi</span><span class="meta">ugmi.ca</span></div>
<p class="dim" style="margin:.2rem 0 0">Helps pre-seed and seed founders without an HR person screen and hire their five best co-ops, and shows students why they got rejected from a job.</p>
</div>
<div class="row">
<div class="row__head"><span class="row__name">whatnow</span><span class="meta">Chrome extension</span></div>
<p class="dim" style="margin:.2rem 0 0">Reads every course on Learn and tells Waterloo students what's due and what to work on first.</p>
</div>
<div class="row">
<div class="row__head"><span class="row__name">scholarship-factory</span><span class="meta">Python</span></div>
<p class="dim" style="margin:.2rem 0 0">Finds scholarships and programs I qualify for and drafts the applications. Built almost entirely by agentic-sdlc.</p>
</div>
</section>
<section class="panel" id="p-skills" role="tabpanel">
<h2>Claude Code skills</h2>
<p>Installable as a plugin. Install once and every skill I add later reaches you on update.</p>
<div class="install">
<code id="installCmd">/plugin marketplace add EricJujianZou/skills</code>
<button class="copy" id="copyBtn" type="button">copy</button>
</div>
<div class="row">
<div class="row__head"><span class="row__name">brainrotifier</span><span class="meta">MIT</span></div>
<p>Converts corporate AI writing into gen Z slang, preserving meaning. Rizz levels 1–10, from subtle word swaps up to terminal brainrot.</p>
<p class="trigger">"brainrotify this" · "rizz this up" · "deslopify"</p>
</div>
<div class="row">
<div class="row__head"><span class="row__name">humanizer</span><span class="meta">MIT</span></div>
<p>Removes AI-generated text indicators. Targets model leakage, corporate phrasing, and aesthetic tells. Self-critique loops and platform-specific audits.</p>
<p class="trigger">"humanize this" · "de-AI this" · "remove the AI tells"</p>
</div>
<p class="dim" style="margin-top:1.2rem">Source: <a href="https://github.com/Ericjujianzou/skills">github.com/Ericjujianzou/skills</a></p>
</section>
<section class="panel panel--wide" id="p-products" role="tabpanel">
<div class="split">
<div class="pane">
<div class="pane__title"><b>open source</b><span>11 repos</span></div>
<div class="pane__body">
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/scholarship-factory">scholarship-factory</a><span class="meta">Python</span></div>
<p>Finds the money you qualify for and writes the applications.</p>
<ul>
<li>Automatically sources scholarships, grants, fellowships, internships and programs against your profile, then drafts everything for them.</li>
<li>Finds the email and LinkedIn of the recruiter for your role.</li>
<li>Easy onboarding and setup with your AI agent integration.</li>
</ul>
<figure><img src="assets/scholarship-dash.webp" width="1000" height="506" alt="scholarship-factory opportunities view: fit-ranked queue, closing-soon warnings and a profile filter panel" loading="lazy" decoding="async"></figure>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/ccpet">ccpet</a><span class="meta">Rust · MIT</span></div>
<p>A desktop pet that mirrors a live Claude Code session. She types while the agent works and puts her hand up when it needs your approval, so you can leave the terminal in the background.</p>
<figure><img src="assets/ccpet.webp" width="240" height="184" alt="The ccpet character at her desk with one hand raised, the pose for a waiting permission prompt" loading="lazy" decoding="async"></figure>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/cat-server">cat-server</a><span class="meta">Python</span></div>
<p>Runs the voice assistant for a xiaozhi ESP32-S3 desk cat on my own machine, so the cat stops sending my audio to the seller's server.</p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/agentic-sdlc">agentic-sdlc</a><span class="meta">Python · Apache 2.0</span></div>
<p>The harness I build my own projects with. Agents pick up tickets and open PRs, and I review them. scholarship-factory was built on it.</p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/optimal">optimal</a><span class="meta">TypeScript</span></div>
<p>Decision-making engine. Make the right choice, anytime, anywhere.</p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/The-Learning-Prisoner-s-Dilemma">The Prisoner's Game</a><span class="meta">JavaScript</span></div>
<p>Play the prisoner's dilemma against five fixed strategies, then against a Q-learning agent that adapts to how you play.</p>
<p><a href="https://rl-prisoner.vercel.app">Play it →</a></p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/Anti-Soy">Anti-Soy</a><span class="meta">Python · GPLv3 · 3★</span></div>
<p>Helps non-technical recruiters evaluate candidates from their GitHub code.</p>
<p><a href="https://antisoy.com/">antisoy.com →</a></p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/ShipPing">ShipPing</a><span class="meta">JavaScript</span></div>
<p>Plays the Minecraft level up sound every time you send a cold outreach message.</p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/sqlite-from-scratch">sqlite-from-scratch</a><span class="meta">C</span></div>
<p>A SQLite clone I wrote to learn how databases store and find rows.</p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/PromptAssist">PromptAssist</a><span class="meta">Python · MIT · 1★</span></div>
<p>Generates and manages reusable LLM prompts.</p>
</div>
<div class="row">
<div class="row__head"><a class="row__name" href="https://github.com/Ericjujianzou/Presense">Presense</a><span class="meta">JavaScript · MIT</span></div>
<p>Won $5,000 at SpurHacks 2025.</p>
</div>
</div>
</div>
<div class="pane">
<div class="pane__title"><b>private</b><span>3 products</span></div>
<div class="pane__body">
<div class="row">
<div class="row__head"><a class="row__name" href="https://ugmi.ca">ugmi</a><span class="badge">private</span></div>
<p>Hiring help for startups that don't have an HR person, and job hunting help for the students they hire.</p>
<ul>
<li>Founders describe what their last co-op struggled with, and ugmi reads every applicant's built work against that and sends back the five to interview.</li>
<li>Students get same-day job listings, a named recruiter to contact at each company, and a breakdown of why they got rejected.</li>
</ul>
<figure><img src="assets/ugmi.webp" width="1000" height="560" alt="The ugmi.ca landing page headline: Hire your next co-op without reading 400 resumes" loading="lazy" decoding="async"></figure>
<p><a href="https://ugmi.ca">ugmi.ca →</a> · <a href="https://ugmi.ca/students/">for students →</a></p>
</div>
<div class="row">
<div class="row__head"><span class="row__name">whatnow</span><span class="badge">private</span></div>
<p>A Chrome extension that reads every course on Learn and answers "what's due this week?" for Waterloo students.</p>
<ul>
<li>Ranks what's left by due date, grade weight and effort, and skips anything you already submitted.</li>
<li>Notices when a prof moves a due date and shows you the change.</li>
</ul>
</div>
<div class="row">
<div class="row__head"><span class="row__name">content-machine</span><span class="badge">private</span></div>
<p>One dashboard for every platform you post to.</p>
<ul>
<li>See your live metrics update across all platforms.</li>
<li>Reuse and re-purpose top-performing content across platforms.</li>
<li>Automatically edit videos with AI, no extra API tokens needed.</li>
</ul>
<figure><img src="assets/content-dash.webp" width="1000" height="510" alt="content-machine overview: follower counts and trend lines for X, LinkedIn and Instagram above a draft queue" loading="lazy" decoding="async"></figure>
<p><a href="mailto:e2zou@uwaterloo.ca?subject=content-machine">Ask about access →</a></p>
</div>
</div>
</div>
</div>
</section>
<section class="panel" id="p-resume" role="tabpanel" style="position:relative;">
<a href="/assets/Eric_Zou_Resume_Sep_2026.pdf" download="Eric_Zou_Resume" class="copy" style="min-width:1em; position:absolute;top:0;left:50%;transform:translateX(-50%);margin:1em 0; min-width:4rem; text-align:center; border-radius:1em;">pdf</a>
<h2>Education</h2>
<div class="row">
<div class="row__head"><h3>University of Waterloo</h3><span class="meta">Sep 2024 - Apr 2029</span></div>
<p class="dim" style="margin:.15rem 0 0">BASc Candidate, Electrical Engineering, Honours · GPA 4.0/4.0</p>
<ul>
<li>2nd, SpurHacks 2025, $5,000 in funding.</li>
<li>1st, Waterloo Engineering Competition, Junior Design.</li>
</ul>
</div>
<h2>Experience</h2>
<div class="row">
<div class="row__head"><h3>(Forward Deployed) Software Engineer · TextNow</h3><span class="meta">Waterloo, ON · May 2026 - Aug 2026</span></div>
<ul>
<li>Owned GTM bug triage and closed 100+ cross-platform issues across web, Android and backend to GTM-ready quality, while personally shipping 50+ merged PRs across new UX features, flaky-test fixes and bug fixes.</li>
<li>Automated 200+ hours of unattended code-review responses across 30+ PRs by building a more comprehensive babysitter than Cursor and Anthropic, adopted by another engineering team in 7 days.</li>
<li>Raised coding agent ticket pass rate from ~77% to ~88% on a SWE-bench-style suite aimed at context rot and hallucination in fully-autonomous SDLC on production codebases, replacing single-shot cloud agents.</li>
<li>Let designers verify high-fidelity UI changes without Slack back-and-forth with engineers by building a pipeline with preflight checks and Android APK builds, adopted by the head of design.</li>
</ul>
</div>
<div class="row">
<div class="row__head"><h3>Co-Founder · <a href="https://ugmi.ca">UGMI</a></h3><span class="meta">Waterloo, ON · Jan 2025 - present</span></div>
<ul>
<li>Interviewed 35 startup founders and recruiters from NVIDIA and Apple to validate the problem, then developed an ML + agentic AI system to help founders screen co-op candidates and find the best ones.</li>
<li>Iterated on recruiter feedback to consider resumes instead of the contrarian GitHub-only approach, and secured a paid pilot with a seed startup for the Jan 2027 cycle.</li>
</ul>
</div>
<div class="row">
<div class="row__head"><h3>Full-Stack AI Engineer · Revvity</h3><span class="meta">Toronto, ON · Sep 2025 - Dec 2025</span></div>
<ul>
<li>Spearheaded a biomarker analysis MVP through 4 customer-feedback cycles, pivoting from automated outlier removal to a visual classification system based on user transparency needs.</li>
<li>Secured a Letter of Intent for a pilot automating 60+ reports across 20+ biomarkers by engineering an ML workflow to process 10+ years of lab data using Python, React, GPT-4o and AWS.</li>
<li>Architected an LLM-as-a-Judge evaluation pipeline for 60+ agents to address user concerns on LLM transparency, cutting QA costs 7x through multimodal visual sanity checks for 2,000+ end users.</li>
</ul>
</div>
<h2>Projects</h2>
<p class="dim" style="margin:.15rem 0 .4rem">I don't have space to go in depth and I welcome grilling.</p>
<div class="row">
<ul>
<li><b>Optimal</b> (research): simulating and enforcing everyday decisions with parallel agents and game theory to reduce regret. Current direction: stochastic games with physical AI as enforcement.</li>
<li><b>Content machine</b>: a pipeline to automate content creation (150k+ on Instagram).</li>
<li><b>Scholarship factory</b>: automates scraping, drafting and applying to niche opportunities for side cash.</li>
<li><b>Scaffold-bench</b>: an agentic benchmark based on SWE-Bench-Pro that evaluates staged agents against single-shot Opus 5 agents, raising the score from 87% to 98% on 60 selected questions.</li>
</ul>
</div>
<h2>Skills</h2>
<p class="dim" style="margin:.15rem 0 .4rem">I'm keyword spamming for the ATS, I'm actually a genuine person.</p>
<div class="row">
<div class="row__head"><h3>AI tools</h3></div>
<p class="dim" style="margin:.15rem 0 0">Harness, agents, vector DB, MCP, embeddings, loops</p>
</div>
<div class="row">
<div class="row__head"><h3>Frameworks</h3></div>
<p class="dim" style="margin:.15rem 0 0">scikit-learn, NLP, pandas, PyTorch, FastAPI, React, iOS, Android</p>
</div>
<div class="row">
<div class="row__head"><h3>Languages</h3><span class="meta">do people even care about this anymore?</span></div>
<p class="dim" style="margin:.15rem 0 0">Python, C++, TypeScript/JavaScript</p>
</div>
<div class="row">
<div class="row__head"><h3>Cloud & MLOps</h3></div>
<p class="dim" style="margin:.15rem 0 0">AWS, GCP, Postgres, Azure, Docker, SQL, Linux</p>
</div>
</section>
<section class="panel" id="p-blog" role="tabpanel">
<!-- BLOG:INDEX:START -->
<p class="blog__hint">open with <code>read maxxing</code> — any word from a title works, or <code>read 1</code></p>
<div class="postlist">
<h2 class="postlist__year">2026</h2>
<a class="postrow" href="/blog/when-does-taking-a-break-become-chud-maxxing/"><span class="postrow__n">01</span><span class="postrow__date">sep 09</span><span class="postrow__title">When does Taking a Break Become Chud-Maxxing?</span><span class="postrow__time">1 min</span></a>
<a class="postrow" href="/blog/do-leaves-have-intelligence/"><span class="postrow__n">02</span><span class="postrow__date">aug 10</span><span class="postrow__title">Do Leaves have Intelligence?</span><span class="postrow__time">2 min</span></a>
</div>
<!-- BLOG:INDEX:END -->
</section>
<section class="panel panel--wide" id="p-contact" role="tabpanel">
<h2>Contact</h2>
<p>Any of these reach me.</p>
<div class="contacts">
<a class="contact contact--primary" href="https://calendly.com/ericzou/chat">
<svg class="contact__icon" viewBox="0 0 350 350" fill="currentColor" aria-hidden="true"><path d="M231.58,223.23C220.65,232.93,207,245,182.25,245h-14.8c-17.91,0-34.2-6.51-45.86-18.31-11.39-11.53-17.66-27.31-17.66-44.44V162c0-17.13,6.27-32.91,17.66-44.44,11.66-11.8,27.95-18.3,45.86-18.3h14.8c24.78,0,38.4,12.06,49.33,21.76,11.35,10,21.14,18.74,47.25,18.74a75.11,75.11,0,0,0,11.89-.95l-.09-.23a89.53,89.53,0,0,0-5.49-11.28L267.69,97.07a89.65,89.65,0,0,0-77.64-44.82H155.14A89.65,89.65,0,0,0,77.5,97.07L60.05,127.3a89.67,89.67,0,0,0,0,89.65L77.5,247.18A89.65,89.65,0,0,0,155.14,292h34.91a89.65,89.65,0,0,0,77.64-44.82L285.14,217a89.53,89.53,0,0,0,5.49-11.28l.09-.22a74,74,0,0,0-11.89-1c-26.11,0-35.9,8.69-47.25,18.74"/><path d="M182.25,117.61h-14.8c-27.26,0-45.17,19.47-45.17,44.39v20.25c0,24.92,17.91,44.39,45.17,44.39h14.8c39.72,0,36.6-40.5,96.58-40.5a91.64,91.64,0,0,1,16.94,1.56,89.54,89.54,0,0,0,0-31.15,92.51,92.51,0,0,1-16.94,1.56c-60,0-56.86-40.5-96.58-40.5"/><path d="M330.23,202.5a83.62,83.62,0,0,0-34.45-14.81c0,.11,0,.2,0,.3a89.7,89.7,0,0,1-5,17.45,65.58,65.58,0,0,1,28.48,11.73c0,.08-.05.18-.08.27a153.57,153.57,0,1,1,0-90.63c0,.09.05.19.08.27a65.45,65.45,0,0,1-28.48,11.72,90.3,90.3,0,0,1,5,17.47,2.33,2.33,0,0,0,0,.28,83.6,83.6,0,0,0,34.45-14.8c9.82-7.27,7.92-15.48,6.43-20.34a172.13,172.13,0,1,0,0,101.43c1.49-4.86,3.39-13.07-6.43-20.34"/></svg>
<span class="contact__text">
<span class="contact__name">book a chat!</span>
<span class="contact__handle">calendly.com/ericzou/chat</span>
</span>
</a>
<a class="contact" href="https://github.com/Ericjujianzou">
<svg class="contact__icon" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true"><path d="M12 .3a12 12 0 0 0-3.8 23.4c.6.1.8-.3.8-.6v-2c-3.3.7-4-1.6-4-1.6-.6-1.4-1.4-1.8-1.4-1.8-1.1-.7.1-.7.1-.7 1.2.1 1.8 1.2 1.8 1.2 1.1 1.8 2.8 1.3 3.5 1 .1-.8.4-1.3.8-1.6-2.7-.3-5.5-1.3-5.5-5.9 0-1.3.5-2.4 1.2-3.2-.1-.3-.5-1.5.1-3.2 0 0 1-.3 3.3 1.2a11.5 11.5 0 0 1 6 0C16.9 4.7 18 5 18 5c.6 1.7.2 2.9.1 3.2.8.8 1.2 1.9 1.2 3.2 0 4.6-2.8 5.6-5.5 5.9.4.4.8 1.1.8 2.2v3.3c0 .3.2.7.8.6A12 12 0 0 0 12 .3Z"/></svg>
<span class="contact__text">
<span class="contact__name">github</span>
<span class="contact__handle">/Ericjujianzou</span>
</span>
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