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salonisimlote/README.md

Hi, I'm Saloni Simlote 👋

CS Undergrad · ML Engineer · GenAI Builder

Typing SVG

LinkedIn Gmail GitHub


🧠 About Me

I'm a B.Tech Computer Science student at VIT Chennai ( Class of 2027), passionate about building intelligent systems at the intersection of machine learning, generative AI, and full-stack engineering.

  • 🤖 Interested in scalable AI platforms, search automation, and agentic workflows
  • 📍 Chennai, Tamil Nadu, India

🛠️ Tech Stack

Languages

Python Java C++ TypeScript JavaScript

AI / ML

PyTorch TensorFlow HuggingFace LangChain scikit-learn

Web and Backend

React Node.js FastAPI Tailwind CSS

Databases and Cloud

PostgreSQL MongoDB Firebase AWS


🚀 Featured Projects

🗺️ AI-Powered FRA Atlas and Decision Intelligence System

Geospatial ML + OCR/NLP pipeline for land-use classification and legacy record digitization

  • Analyzed 10,000+ geospatial and satellite data points
  • Improved land-use detection efficiency by 35%
  • Achieved 85% OCR text accuracy on digitized legacy records
  • Built multi-source decision-support dashboard for integrated analysis

🚦 Deep Reinforcement Learning for Traffic Optimization

PPO, DQN and A2C algorithms applied to simulated urban traffic environments

  • Trained across 500+ simulation episodes
  • Reduced average vehicle wait time by 32%
  • Improved traffic throughput by 25%
  • Benchmarked convergence and reward trends via TensorBoard; PPO performed best

💼 CareerSync — AI-Powered Job Matching Platform

Full-stack AI platform for intelligent resume-to-job matching

  • Built with React, Supabase, and OpenAI API
  • NLP embeddings + keyword similarity for semantic job matching
  • Hybrid rule-based + AI scoring for improved recommendation relevance

📊 GitHub Stats

GitHub Streak

Profile Views


"Intelligence is not just about learning — it's about building systems that learn."

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