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omkarbindu/README.md

Hi, I'm Omkar Bindu πŸ‘‹

πŸŽ“ Final Year B.E. in Artificial Intelligence & Data Science (2026)
πŸ“ India | 🌍 Open to relocation
πŸ’Ό Actively seeking full-time roles in AI / ML / Data Science


πŸ‘¨β€πŸ’» About Me

I'm a passionate AI & Data Science engineer who loves building end-to-end intelligent systems β€” from raw data ingestion and model training to cloud-ready APIs and production dashboards.

My interests sit at the intersection of:

  • πŸ€– Machine Learning & Deep Learning
  • 🧠 Generative AI & RAG Systems
  • πŸ“Š Data Engineering Pipelines
  • 🌾 AI for Sustainability & Agriculture
  • 🌐 Full-Stack AI Applications

Currently working on a large-scale precision farming AI platform that combines computer vision, multimodal learning, explainable AI, and multilingual interfaces.


🎯 Career Focus

  • Data Scientist
  • Machine Learning Engineer
  • AI Engineer
  • Data Engineer
  • Full-Stack AI Developer

πŸ› οΈ Tech Stack

πŸ’» Languages

Python Β· Java Β· SQL Β· JavaScript

πŸ“Š Data Science & ML

Pandas Β· NumPy Β· Scikit-Learn Β· TensorFlow Β· PyTorch
ANN Β· GAN Β· YOLOv8 Β· SHAP/LIME

πŸ‘οΈ Computer Vision

OpenCV Β· YOLO

πŸ€– LLM & GenAI

LangChain Β· RAG Pipelines Β· Vector Databases

βš™οΈ Backend & APIs

Flask Β· FastAPI Β· Node.js

🌐 Frontend

React Β· React Native Β· Next.js Β· Streamlit

πŸ—„οΈ Databases

MongoDB Β· PostgreSQL Β· MySQL

☁️ DevOps & Tools

Docker Β· Git Β· Linux


πŸ“Œ Featured Projects

🌾 AI-Driven Smart Precision Farming Platform (Final Year Project)

Tech: ANN, GAN, YOLOv8, SHAP/LIME, FastAPI, MongoDB, React Native

  • Built multimodal pipelines for yield prediction & pest detection
  • Generated synthetic satellite/drone imagery using GANs
  • Integrated explainable AI dashboards
  • Designed multilingual mobile interfaces
  • Cloud-ready microservice architecture

πŸ’³ Top-Up Loan Amount Predictor

πŸ”— https://github.com/omkarbindu/TopupLoan

  • End-to-end ML pipeline with feature engineering
  • Random Forest model (RΒ² = 0.98)
  • Streamlit deployment
  • Serialized models with Joblib

πŸ“„ PDF Question-Answering Chatbot (RAG)

πŸ”— https://github.com/omkarbindu/chat-bot

  • Built document ingestion + embedding pipelines
  • Semantic retrieval with citations
  • Prompt engineering to reduce hallucinations
  • Interactive Streamlit UI

🏨 Hotel Management System (Java + JDBC)

  • Role-based access control
  • Secure authentication
  • Transactional SQL design
  • Modular OOP architecture

🏏 IPL Winning Team Prediction

πŸ”— https://github.com/omkarbindu/IPL-WINNING-TEAM-PREDICTION

  • Historical sports analytics
  • Feature engineering
  • Accuracy-based evaluation

πŸ“š Research

πŸ“ Next-Gen Precision Farming Using Multimodal AI and Geospatial Intelligence
(Under Review β€” ICSEM 2026)


πŸ“« Connect With Me


⭐ Always excited to collaborate on AI, ML, and data-driven systems!

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