Computer Science Engineering · University of Michigan · Ann Arbor

Sanat Gupta

AI tools, full-stack applications, data pipelines, and the occasional VS Code extension.

See my workGitHub →

Selected Work

A few things I’ve built.

Bayesian ML · Education↗

ProfInsight

A professor analysis platform that scrapes RateMyProfessors data and runs it through three Bayesian ML models I built from scratch in pure Python. Covers 29 universities, 3,000+ professors, and 100K+ reviews. No sklearn, no LLM APIs.

PythonFastAPIReactBayesian MLVite
Developer Tools · Academic Integrity↗

ScholarTrace

A VS Code extension and web dashboard that tracks how students write code. The extension silently snapshots every file edit, and professors can review full coding timelines through a class-based dashboard with real auth and access control.

TypeScriptNext.jsExpressMongoDBJWT
Hackathon · AI Systems↗

ORBIT

A full-stack AI knowledge management system that models understanding as a living graph and deploys 5 autonomous walker agents to traverse it. Built solo in under 24 hours at JacHacks 2026. Honorable Mention + 1-year product sponsorship.

Jac/JaseciPythonReactGraph AlgorithmsLLM

Recognition

Awards and outcomes.

JacHacks 2026

Jaseci Labs · University of Michigan

Honorable Mention + 1-Year Product Sponsorship

Built a full-stack AI knowledge system solo in under 24 hours. 5 autonomous graph-traversing walker agents, 265 tests, live deployment. Awarded a 1-year sponsorship to ship it as a real product.

Product sponsorship from Dr. Jason Mars

Founder of Jaseci Labs, University of Michigan CS faculty

View ORBIT →

EGRID Gold Award

College of Engineering · Michigan State University

Top 0.5% of 6,000+ STEM Students

Awarded the EGRID Gold Award and accompanying scholarship at the annual Dean's Showcase of Stars. Top 0.5% of over 6,000 STEM students.

MSU Engineering News →

Principal's Special Award

Venkateshwar International School · CBSE Class XII Boards

100/100 in Artificial Intelligence

Perfect score in Artificial Intelligence on the CBSE Class XII board exam. Recognized by the school principal for the achievement.

Under the Hood

How the code works.

Step through annotated code from one of my projects. Click any line to see what it does.

ScholarTrace — extension.ts
vscode.workspace.onDidChangeTextDocument(event => {
const timeout = setTimeout(() => { ... }, 5000);
logEntries.push({ timestamp, filename, content });
const res = await fetch(`${API}/api/classes/verify/${code}`);
await fetch(`${API}/api/logs/upload`, { method: 'POST', ... })
Listen for every file edit across all open files in VS Code, filtering out non-file schemes like git and output channels.

Places I've Been

Some cities, some stories.

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Tap a city to explore

About

A bit about me.

I'm Sanat. CS Engineering and Math at the University of Michigan. Studied abroad in Paris for a semester. I like building things and I travel when I can.

What I work with

LanguagesTypeScript · Python · Java · C++ · SQL
FrontendReact · Next.js · Tailwind · Vite
BackendNode.js · Express · FastAPI · MongoDB
MLBayesian Methods · scikit-learn · PyTorch
InfraGit · Vercel · Railway · GitHub Actions

Say Hello

Let’s connect.

Always open to interesting conversations, collaborations, and new opportunities.

EmailGitHubLinkedIn

Sanat Gupta · 2026