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Trying BEst
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Trying BEst

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Vinay0905/README.md

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πŸš€ About Me

  • πŸŽ“ ECE undergrad from Chennai, at the intersection of AI, systems, and computer vision
  • 🧠 Building RAG chatbots, agentic LangGraph workflows, and YOLOv8-based safety systems
  • πŸ› οΈ Love stitching FastAPI backends with ML pipelines and real-world sensors (ESP32-CAM)
  • πŸ’‘ Research-style, debug-heavy engineer: optimizing pipelines, latency & reliability end-to-end
  • 🎯 Long-term goal: AI + Hardware generalist β€” from RTL to RAG in one day

πŸ› οΈ Tech Stack

πŸ€– AI / ML

Python PyTorch TensorFlow scikit-learn OpenCV LangChain HuggingFace

🧩 Backend & DevOps

FastAPI Docker MongoDB GitHub Actions Streamlit

πŸ’» Languages & Tools

Java C++ VSCode Azure Google Cloud

πŸ—οΈ Featured Projects

πŸš€ Project πŸ“ Description πŸ› οΈ Stack
🧳 AI_TRIPPLANNER Agentic AI travel assistant with itinerary planning & expense tracking LangGraph, LangChain, Python
πŸ‘¨β€πŸ« RAG_TEACHER AI teaching assistant with document-grounded Q&A via RAG FastAPI, Streamlit, RAG
🐟 Fish-Detection-YOLOv8 YOLOv8-based fish species detection from images & video YOLOv8, OpenCV, Python
πŸ” phishing-detection ML-based phishing email classifier with feature engineering scikit-learn, Python
🧩 REST_microservice Production-grade REST microservice with Docker & CI/CD FastAPI, MongoDB, Docker
πŸ’» LeetCode_Hope 400+ LeetCode solutions with pattern-based reasoning Java

🐍 Contribution Snake

github contribution snake

πŸ”₯ What I'm Working On

  • 🧩 Agentic RAG with LangGraph + multi-index vector DBs for smarter, "thinking" chatbots
  • πŸ“Έ AI safety systems using OpenCV tracking + YOLOv8 for real-world camera pipelines
  • 🧒 Grinding LeetCode (400+) for DSA mastery and placement prep
  • ☁️ Deepening expertise in Azure AI Engineer (AI-102) and Google Gen AI stacks

πŸ“« Let's Connect

Platform Link
🌐 Portfolio vinay0905.github.io/newportfolio
πŸ’Ό LinkedIn naga-vinay-0905nva1915
πŸ“§ Email nagavinay0905@gmail.com
πŸ“ Location Chennai, Tamil Nadu, India

"Trying Best" β€” one more commit, one more experiment, one more iteration.

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  1. AI_TRIPPLANNER AI_TRIPPLANNER Public

    🧳 An agentic AI travel assistant built using LangGraph and LangChain. It helps users plan personalized itineraries while tracking expenses β€” built for smart explorers!

    Python 3

  2. REST_microservice REST_microservice Public

    Production-ready REST microservice for customer and order management with MongoDB, Docker, CI/CD, and comprehensive testing

    Python 3 1

  3. RAG_TEACHER RAG_TEACHER Public

    AI-powered teaching assistant using RAG (Retrieval-Augmented Generation) with FastAPI backend and Streamlit frontend

    Python 3

  4. Fish-Detection-YOLOv8 Fish-Detection-YOLOv8 Public

    Welcome to the Fish-Detection-YOLOv8 repository! This project focuses on detecting fish species using the YOLOv8 object detection algorithm. It aims to provide accurate and efficient fish detection…

    Python 61 9

  5. Regression_ML_EndtoEnd Regression_ML_EndtoEnd Public

    End-to-end ML pipeline for housing price prediction with XGBoost, deployed on Google Cloud Run with Supabase integration. Features REST API, Streamlit dashboard, MLflow experiment tracking, and com…

    Jupyter Notebook 6 1

  6. Plagarism_CODEPRO Plagarism_CODEPRO Public

    Modular code plagiarism detector using Winnowing (MOSS‑style), multi‑language support, Streamlit UI, FastAPI API, and Dockerized deployment for academic and coding platform use.

    Python