01
2025 · ML Pipeline · Forecasting · Full-Stack
Real Estate Valuation Engine
5-year hyper-local property valuations & rental yields across U.S. zip codes.
PythonProphetXGBoostPandasNumPy
Walkthrough
Video walkthrough
Computer Science & Data Science · Rutgers ’27
Rudra Patel
Machine Learning & Data Science Engineer
I build systems that make complex data actionable — the layer between rigorous machine learning and elegant software.
New Brunswick, NJUS CitizenOpen to Summer 2027 ML / DS
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Selected Work
Six projects. One throughline.
From hybrid forecasting engines to on-device semantic search — keep scrolling to move through the work horizontally.
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02
2025 · ML · MLOps · Backend
Semantic Code Search Engine
Privacy-first, on-device natural language search across large local codebases.
PythonSentenceTransformersFAISSTree-sitterHuggingFace
Walkthrough
Video walkthrough
03
2024 · Computer Vision · Deep Learning
Brain Tumor MRI Detection
Multi-class neurological tumor classification from 2D MRI scans.
PythonTensorFlow / KerasConv2DNumPyscikit-learn
Preview
04
2024 · Full-Stack · Data Viz
Stock Market Learning Platform
A full-stack platform teaching quantitative finance fundamentals.
JavaScriptChart.jsNode.jsMongoDBJWT
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05
2025 · Mobile · Realtime Backend
Reccs
AI-powered, multi-category recommendation social app.
React NativeRedux ToolkitFirebaseCloud FunctionsFirestore
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06
2024 · Browser Extension · UX
Samurai Focus
An event-driven Pomodoro productivity Chrome extension.
JavaScriptChrome Storage APIWeb Audio APICSS
Preview
About
Anyone can train a model. The real engineering challenge is what happens next — serving it through low-latency APIs, building fault-tolerant data pipelines, and wrapping it in a seamless experience. I bring that product-first mindset to every system I build, from hybrid Prophet/XGBoost forecasting engines to privacy-first semantic search.
Education
B.A. Computer Science & Data Science — Rutgers
Graduating
2027
Based in
New Brunswick, NJ
Seeking
Summer 2027 ML / Data Science Internship
Experience
Where I’ve built.
Sep 2025 — PresentCurrent
Front End Software Developer
Rutgers BITS · Business Information Technology Society — New Brunswick, NJ
+60%Web traffic
-45%Latency
-40%Manual effort
- Used JavaScript, Tailwind CSS, and Vercel to optimize cross-browser rendering and the overall construction of the front end.
- Created automated NoSQL data models and relational content pipelines to manage high-volume event data and power partner recruiting portals.
JavaScriptTailwind CSSVercelNoSQL
Jun 2025 — Sep 2025
Software Engineering Intern
United Window & Door — Springfield, NJ
100+Route updates / day
25 hrsSaved per week
- Created a scalable shipping logistics tool in Node.js with MSSQL on AWS EC2, building REST APIs that dynamically serve 100+ route updates per day.
- Developed an automated data-validation pipeline with Nodemailer to detect and email-alert users about file-structure discrepancies, eliminating manual checking.
- Created a full-stack dynamic scheduling template system to optimize team organization across functional areas and improve internal resource allocation.
Node.jsMSSQLAWS EC2REST APIsNodemailer
Jun 2024 — Sep 2024
Software Engineering Intern
United Window & Door — Springfield, NJ
+15%Q3 revenue
+40%Faster processes
150+Employees served
- Developed a live data-analysis dashboard with Next.js, Chart.js, and REST APIs to visualize client performance, enabling data-driven leadership decisions.
- Completed a redesign of enterprise internal tools and backend infrastructure with Node, improving UI/UX workflows across the company.
Next.jsChart.jsREST APIsNode.js
Contact
Let’s build something.
Currently looking for a Summer 2027 Machine Learning or Data Science internship — tackling massive, messy datasets and AI infrastructure that scales.
patelrudrab8@gmail.com© 2026 Rudra PatelBuilt with Next.js · GSAP · Lenis