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Aayush349/README.md

๐Ÿ† Achievements & Recognition

๐Ÿฅ‰ Achievement Event
2nd Runner-Up National Prototype Hackathon AI เคฎเค‚เคฅเคจ 2025
2nd Runner-Up International Hackathon TechFiesta International
Finalist Morphus Hackathon Innovation Track
Shortlisted India Innovates Bharat Mandapam, New Delhi

๐Ÿง  About Me

๐ŸŽ“ B.Tech IT โ€” IET DAVV, Indore 2023โ€“2027 ๐Ÿ“ Indore, Madhya Pradesh, India ๐Ÿ… JEE Mains 2023 โ€” 93.4 Percentile ๐Ÿ’ผ Intern @ Royal IT Services

๐Ÿค– Building AI for real-world impact ๐Ÿ›ฐ๏ธ Exploring Satellite Intelligence + Edge AI ๐ŸŒพ Trained models on 380K+ crop images โšก Domains: ML/DL ยท LLMs & RAG ยท Geospatial AI ยท Full Stack


๐Ÿš€ Featured Projects

๐ŸŒพ AgroGuard โ€” AI Crop Disease & Advisory System

๐Ÿ† Hackathon Project ยท FastAPI ยท Python ยท YOLOv8 ยท React ยท SQLite ยท JWT

A hybrid AI system combining Satellite NDVI Analysis + Computer Vision for early crop health monitoring.

  • ๐Ÿค– YOLOv8 leaf disease model trained on 380,000+ crop images
  • ๐Ÿ” Identifies 150+ pests & diseases with ~95% precision
  • ๐Ÿ“ก Edge-AI (TFLite / ONNX) โ€” fully offline capable for rural areas
  • ๐ŸŒ Multilingual crop health reports to guide farmers in prevention

๐ŸŽค AI Interview Assessment System โ€” ๐Ÿ† Hackathon 2nd Runner-Up

Python ยท NLP ยท Speech-to-Text ยท React ยท FastAPI

AI-driven virtual interview platform built to reduce manual HR screening.

  • ๐Ÿ“‰ Reduced manual screening effort by up to 70% using NLP & ML
  • ๐ŸŽ™๏ธ Real-time Speech-to-Text scoring on correctness, clarity & tone
  • ๐Ÿ“Š React-based recruiter dashboard with performance analytics
  • โšก Low-latency feedback pipeline for seamless candidate experience

๐Ÿ’ฌ Terminus-AI Chat Terminal

MERN Stack ยท JWT ยท REST APIs

Full-stack AI chatbot deployed in customer support workflows.

  • โšก 60% reduction in queries requiring human intervention
  • ๐Ÿ”’ Secure REST APIs with MongoDB storage + JWT auth
  • ๐Ÿ“ฑ Responsive, chat-optimized UI for real-time messaging across devices

๐Ÿ“š LLM-Powered RAG Agent

Semantic Search ยท Vector Embeddings ยท FastAPI

Extracts accurate answers from user-uploaded PDFs with millions of tokens.

  • ๐Ÿ”Ž Semantic search using vector embeddings for high-accuracy retrieval
  • ๐Ÿ“„ Handles large-scale documents โ€” PDFs, reports, and more
  • โš™๏ธ Built during internship at Royal IT Services

๐Ÿ› ๏ธ Tech Stack

๐Ÿค– AI & Machine Learning

Python TensorFlow YOLOv8 OpenCV scikit-learn NumPy Pandas

๐Ÿง  LLMs & RAG

OpenAI Claude LangChain VectorDB

๐ŸŒ Full Stack

React Vue.js Node.js Express.js FastAPI Java

๐Ÿ—„๏ธ Databases & Cloud

MongoDB SQLite SQL AWS Docker


๐Ÿ“Š GitHub Stats

GitHub Streak


๐ŸŽ“ Education & Certifications

๐Ÿ“˜ B.Tech โ€” Information Technology IET DAVV, Indore | 2023โ€“2027 | JEE Mains: 93.4 Percentile

๐Ÿ’ผ Experience Full Stack Developer Intern โ€” Royal IT Services, Indore | Julโ€“Sep 2025

๐Ÿ“œ Certifications

  • ๐Ÿ”ท Programming in Java โ€” NPTEL, IIT Kharagpur (April 2025)
  • ๐Ÿ”ถ Oracle: Database for Developers โ€” Oracle
  • ๐ŸŸฃ Full Stack Development โ€” Udemy

"Build things. Break things. Learn everything."

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