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ishi142005/README.md

Hi, I'm Ishita 👋

Backend Developer · AIML Student · Builder of things that actually work

I'm a final-year B.Tech (AIML) student from PSIT Kanpur who loves building full-stack web apps and real-world backend systems. I care about writing clean, deployable code — not just projects that work on localhost.

What I've built

🔗 Bitlinks — URL shortener with JWT auth and MongoDB
🤖 Code Review Classifier — NLP model (93% accuracy) that classifies GitHub PR comments using TF-IDF + LinearSVC

What I'm working with

Backend     →  Node.js · FastAPI · REST APIs · JWT · NextAuth · Spring Boot
Frontend    →  React.js · Next.js
Databases   →  MongoDB · MySQL
ML / NLP    →  Scikit-learn · NLTK · TF-IDF
Tools       →  Git · Postman · Vercel · Render · Kafka
Languages   →  JavaScript · Python · Java · C++

A few things about me

  • 🧠 From AIML branch — I know both the ML side and the backend side
  • ⚡ Solved 300+ problems on LeetCode · 5★ on HackerRank
  • 🔍 I debug by reading network tabs, not just guessing
  • 📦 I deploy things. Both projects above are live.
  • 🌱 Currently exploring event-driven architecture (Kafka + Spring Boot)

Let's connect

LinkedIn Email

"I don't just study systems — I build them."

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