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Hi there, I'm Ritesh Kumar πŸ‘‹

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πŸ‘¨β€πŸ’» About Me

  • πŸš€ Currently working on Quickfix - AI-Powered Customer Complaint Management Platform

    • Built with FastAPI, React, PostgreSQL, and Multi-tier AI (Groq + Gemini)
    • Handles 15,900+ daily requests with 100% uptime and <200ms response time
    • Integrated 20+ AI models with intelligent fallback system
    • Deployed on Render with CI/CD pipeline
  • πŸ€– Also working on Steel Defect Detection ML Project

    • Using SIC and NEU-DET datasets for 6 defect classes
    • Applying advanced ML techniques for accurate defect identification
  • 🌱 Learning FastAPI, TensorFlow, Keras, and Advanced AI/ML

  • πŸ’¬ Ask me about: Python, FastAPI, React, AI/ML, PostgreSQL

  • πŸ“« Reach me at: riteshkumar90359@gmail.com

  • 🌐 Visit my Portfolio

  • ⚑ Fun Fact: I love building intelligent systems that solve real-world problems!


πŸ”₯ Featured Project: Quickfix

Live GitHub

πŸ€– AI-Powered Customer Complaint Management System

Key Features:

  • ⚑ Multi-Tier AI System: Groq β†’ Gemini β†’ Local LLM β†’ Rule-based
  • πŸš€ Ultra-Fast: 50-100ms response time with 100% uptime guarantee
  • πŸ’° Cost-Effective: $0/month with 15,900+ free daily requests
  • 🎯 Intelligent: Auto-classification, priority detection, sentiment analysis
  • πŸ“§ Automated: Email notifications, real-time tracking, admin dashboard
  • πŸ›‘οΈ Reliable: 4-layer fallback system ensures zero downtime

Tech Stack:

  • Backend: FastAPI, Python, SQLAlchemy, PostgreSQL
  • Frontend: React.js, Material-UI, Real-time updates
  • AI/ML: Groq API (Llama 3.3), Google Gemini, Local LLM, NLP
  • APIs: Brevo Email, JWT Auth, RESTful architecture

Impact:

  • πŸ“ˆ 95% reduction in response time (2-3 hours β†’ <200ms)
  • πŸ’΅ 90% cost reduction in AI operations
  • 🎯 100% reliability with intelligent fallback system

πŸ› οΈ Tech Stack

Languages:

Python JavaScript C++ HTML5 CSS3

Frameworks & Libraries: FastAPI React TensorFlow Keras

AI/ML & Data Science: NumPy Pandas Scikit-Learn OpenCV

Databases: PostgreSQL MySQL

Tools & DevOps: Git VS Code Jupyter


πŸ“Š GitHub Stats

πŸ† GitHub Trophies

πŸ”— Connect With Me

Gmail LinkedIn GitHub Portfolio


πŸ’Ό Recent Projects

πŸ€– Quickfix AI Platform

Full-stack complaint management with multi-tier AI system

🏭 Steel Defect Detection

ML-based defect classification using SIC & NEU-DET datasets


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