Software Engineer at iGPT
Security first, then AI — I build software that survives contact with the real world.
Right now I'm at iGPT, building AI tutoring tools — the retrieval and LLM plumbing underneath, and the interface that has to make all of it feel simple. I got here through full-stack work and a stretch in cybersecurity, which is probably why I care as much about how a system holds up as how it looks. I learn fastest by shipping — and I haven't built anything yet that I couldn't find one more thing to fix.
Tech Stack
Tools change; the habit of learning them doesn’t. This is what’s on the bench right now.
TypeScript *JavaScriptPythonJavaC++React *Next.jsTailwind CSSFramer Motion
the daily rotation
RAGLangChain *embeddingsvector search †Scikit-learnXGBoost
LLMs in production, not just notebooks
WiresharkOWASP ZAPNmapthreat analysisdeep packet inspection
trained to think like the attacker
Node.js *FastAPIREST APIsWebSockets
APIs that hold up
MongoDB *MySQLMongoose
modeled, indexed, safe
AWSCloudflareOracle CloudGit & GitHub *Postman
ship anywhere
* daily driver † currently deepening ○ circled: the part I’d talk your ear off about
Experience & Education
iGPT
Building production-grade, AI-powered educational products end to end.
Redynox
Hands-on network security and web application penetration testing.
CodSoft
Built responsive, user-friendly web applications on deadline.
Noida Institute of Engineering & Technology, Greater Noida
Specializing in Cybersecurity. CGPA: 9.01 / 10. Coursework across DSA, OOP, Operating Systems, Computer Networks & DBMS.
Aditya Birla Public School, Jharkhand
Scored 79.8% in the CBSE Class XII Science stream.
B.N.T. St. Mary's School, Jharkhand
Scored 89.2% in the CBSE Class X board examinations.
Selected work
four that earned a page · 2025 → 2026 · each figure draws itself as you reach it
AI Education·2026·in progress
4,699 interactive slides990 bilingual videos459 widgets
An AI learning platform for exam prep that finds what a student silently doesn't know — a RAG tutor built to withhold the answer, mastery tracked on a Neo4j prerequisite graph, and a Manim pipeline that renders the explainer.
— making it ask instead of answer — then proving it knew which question to ask.
Next.js 16 · FastAPI · RAG · Neo4j · Manim—private · built with the igpt team
ML Engineering·2026·shipped
27× faster inference3.53× top-decile lift0.813 churn auc
A million retail transactions turned into decisions — segment the customer, forecast 90-day value, predict churn, explain every call with SHAP. A precomputed feature store took one prediction from 1.6 seconds to 58 milliseconds.
— an AUC of 0.97 that was too good to be true. It was leakage, and finding it cost me the number.
Python · scikit-learn · XGBoost · SHAP · FastAPI—live ↗·github ↗
Cybersecurity·2025·shipped
435K/s sustained20+ apps, zero decryption<5s rule hot-reload
HTTPS hides the payload, not the destination. A multi-threaded C++17 engine reads the TLS handshake to name the app behind encrypted traffic, runs scan, tunnel and exfiltration heuristics inline, and streams it to a live dashboard.
— the throughput came from deleting a mutex, not from a better algorithm.
C++17 · libpcap · Node.js · MongoDB · React—live ↗·github ↗·engine runs locally by design
Web·2025·live — you're reading it
4 WebGL rigs3 typefaces1 accent colour
This page. One accent, three typefaces, and a serif that raises its voice exactly once. Four WebGL rigs you can shove with a cursor, every figure inked by hand, and response headers that name their own author.
— each redesign removed more than it added. That turned out to be the point.
Next.js 16 · React 19 · Three.js · Framer Motion · Tailwind v4—live ↗·you're reading it
the rest of the experiments live on github ↗
What I do
React and Next.js on the front, Node or FastAPI behind it — auth, state, deploys and all. Built to be handed over, not babysat.
Credentials
8 credentials · 5 issuers · jul 2024 → apr 2026
01 / 08apr 2026
Cisco Networking Academy · network security · cryptography · defense
id fe4d69ae-cdc0-4d34-936a-cffb646be0bf
turns on its own — drag the wheel, or step through
If you're hiring, building something interesting, or just want to talk shop — my inbox is open. Every message gets a real reply from me, not a bot.