Data Science · UC San Diego · Jun 2027
Chrome Web Store
Watch Together
Cross-site video sync extension live on the Web Store. 59 server tests, heartbeat drift correction under 0.5s.
Family business · est. 1873
Gondilal Saraf
Full-stack e-commerce + admin ERP with 15 Prisma models, 26 API routes, 85 tests. Real customers. Real P&L.
Production AI
PCOD Tracker
Free-form health rants parsed by Claude into structured symptoms, meds, and labs. 15 Prisma models, privacy-first.
Building something of your own? I'm open to co-founding →
About
Data science at the intersection of research and real products
I'm a senior in the BS Data Science program at UC San Diego (minor in Entrepreneurship & Innovation) graduating June 2027 with a 3.911 GPA. My work sits where machine learning meets systems that actually ship: Flask microservices for a 50,000-patient hospital platform at ADA, quantitative research at Triton Quant, and the full-stack platform for Gondilal Saraf, my family's century-old jewelry business.
I care more about a model that's honest about its limitations than one with a flashy accuracy number, and more about code that an on-call engineer can debug at 3 a.m. than code that looks clever in a notebook. Considering new-grad applied-scientist, ML-engineer, and SWE roles for summer 2027 onward, especially in health, commerce, or infra. What I'm looking for →
Selected Outcomes
SWE Intern · ADA
Flask microservices + Nurse Panel API for a multi-region hospital platform projected to onboard 50k+ patients across 120+ hospitals. Cut setup time 60% via Docker.
Triton Quantitative Trading · UCSD
Research & backtest systematic strategies on tick-level data. Feature engineering, time-series normalisation, volatility-adjusted Monte Carlo.
Digital Platform Lead · Gondilal Saraf
Full-stack e-commerce + admin ERP for a 150-year jewelry business. 15 Prisma models, 26 API routes, 85 tests.
Power Outages · DSC 80
Analysed 1,534 U.S. outages (2000 to 2016). Random Forest with engineered features: R² 0.220, fairness checks across weather vs. non-weather.
Featured Work
Selected Projects
Watch Together: Cross-Site Video Sync
Chrome/Firefox/Safari extension that syncs playback on Netflix, YouTube, Disney+, Prime Video, and more. WebSocket relay with heartbeat drift correction, host mode, ad detection, and built-in chat. 59 server tests.
Red Bull YouTube Sentiment Analytics
End-term Social Media Analytics project, 500 YouTube comments on Red Bull scored with VADER. Net Sentiment Score of +28.6 pp (double the industry benchmark), 8-chart Excel dashboard, Word report, and executive summary PDF.
PCOD Tracker: AI Health Companion
AI-powered PCOD/PCOS health app, vent freely and Claude AI auto-extracts symptoms, mood, and meds. Upload lab PDFs for instant hormone parsing. 15 Prisma models, medication streaks, and lab trend charts.
Gondilal Saraf: Full-Stack Jewelry Platform
Full-stack platform for a century-old family jewelry business, bilingual storefront, live gold rates, AR try-on, Gemini AI descriptions, admin ERP, 15 Prisma models, 26 API routes, and 85 tests.
U.S. Power Outages: DSC 80
DSC 80 project analysing 1,534 major U.S. power outages (2000 to 2016). Found higher electricity prices correlate with shorter outages (p ≈ 0.007). Random Forest with log-pop-density + severe-weather features: RMSE 6,189 min, R² 0.220.