CS Engineer · Builder · Problem Solver
JAGRITI
SINGH.

VIT Chennai undergrad building things at the intersection of AI, full-stack systems, and deep learning. From retinal classifiers to real-time city dashboards — I ship, I deploy, I iterate.

82%
Model Accuracy
Retinal disease classification · APTOS 2019
Top
30
Flipkart GWC 7.0
National women-in-tech competition
3
Live Deployed Projects
Full-stack · AI/ML · Analytics
7.9
CGPA at VIT Chennai
B.Tech Computer Science · 2024–present
Python FastAPI React PyTorch PostgreSQL Deep Learning Grad-CAM C++ · Java REST APIs Open Source EfficientNet-B0 Railway · Vercel Python FastAPI React PyTorch PostgreSQL Deep Learning Grad-CAM C++ · Java REST APIs Open Source EfficientNet-B0 Railway · Vercel
I build AI systems that
actually explain themselves.

CS Engineering undergrad at VIT Chennai, also completing IIT Madras's online foundation programme. I'm drawn to the overlap between explainable AI, full-stack systems, and real-time data pipelines.

I've competed at the national level at Flipkart twice, contributed to open source via GirlScript Summer of Code, and attended Google's Agentic AI Day. I'm not just building projects — I'm building a track record.

Currently looking for internship and research opportunities where I can grow fast and contribute real work.

Languages
Python C++ Java SQL
Frameworks
FastAPI React Streamlit
AI / ML
PyTorch EfficientNet Grad-CAM Llama3
Data
PostgreSQL REST APIs Async Python
Core CS
DSA OOP DBMS
Tools
Git / GitHub Linux VS Code Railway Vercel
Three projects.
Deployed.
All on GitHub
01
Full Stack · Real-Time · AI
City Pulse — Real-Time City Analytics
Live weather, AQI, and event data processed every 15 minutes across cities. Built a weighted pulse scoring algorithm (0–100), in-memory caching, async data pipelines, and Llama3-powered AI city mood summaries. Deployed on Railway + Vercel.
FastAPI React PostgreSQL Llama3 Async Python Railway Vercel
02
Deep Learning · Medical AI · Explainability
Retinal Disease Classifier + Grad-CAM
EfficientNet-B0 model classifying diabetic retinopathy across 5 stages on the APTOS 2019 dataset — 82% accuracy. Grad-CAM visualizations highlight affected retinal regions for interpretable medical insight. Deployed via Streamlit.
PyTorch EfficientNet-B0 Grad-CAM Streamlit Medical AI APTOS 2019
03
Full Stack · Analytics · Recommendation
SkillSync — Career Management Platform
Full-stack career tracking platform for skills, job applications, and progress analytics. SQL-based recommendation systems, interactive dashboards, and skill gap visualizations to give personalised career guidance.
React SQL Dashboards Analytics Recommendations
Building a track
record.
01 · Competition
Flipkart GWC 7.0 — Top 30 Finalist
Selected among the top 30 teams nationwide in Flipkart's women-in-tech national coding competition. Out of thousands of applicants.
02 · Competition
Flipkart GRID 7.0 — National Semi-Finalist
Qualified for the national semi-finals of Flipkart's engineering and problem-solving challenge.
03 · Open Source
GirlScript Summer of Code 2026
Contributed a canvas-based live preview system for real-time video editing feedback — improving user iteration speed without needing full FFmpeg exports.
04 · Community
Google Agentic AI Day
Invited participant — explored modern agentic AI workflows, real-world agent applications, and cutting-edge AI system architecture.
Where it all started.
VIT Chennai
B.Tech · Computer Science Engineering
2024 – Present
CGPA 7.9
IIT Madras
Online Degree Programme
Foundation Level Completed
Programming · Maths
City Montessori School
Class XII · ISC Board
2023
91.25%
LET'S
BUILD
THINGS.
Email jagritisingh1285@gmail.com GitHub github.com/jagzgotspark Phone +91 800 462 5681
Download my full resume — projects, skills, achievements, and education in one PDF.
📄
Jagriti Singh
CS Engineer · VIT Chennai · 2024
Download Resume
Open to internships · Research roles · Full-time