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@Rayyan9477
Rayyan9477
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Rayyan Ahmed Rayyan9477

๐Ÿ’ฅ
Building
๐Ÿš€ AI Engineer crafting production-ready ML solutions with RAG, MCP & AI Agents ๐Ÿ’ก Automating Healthcare industry ๐Ÿ› ๏ธ Python | LLM | NLP

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Rayyan9477 /README.md

๐Ÿ“Š Live Stats Dashboard

Profile Views

1,264
๐Ÿ‘๏ธ Profile Views Followers

62
๐Ÿค Followers Total Stars

135
โญ Total Stars Current Streak

208
๐Ÿ”ฅ Day Streak


๐Ÿš€ About Me

AI Development

๐ŸŽฏ Current Mission

Leading AI transformation at Nobility RCM, where I architect cutting-edge RAG & LLM solutions that automate complex medical billing workflows and drive operational excellence.

๐Ÿ’ก Innovation Track Record

  • โšก 18% accuracy boost in deep learning models at Mentorness
  • ๐ŸŽฏ 35% reduction in manual workloads through intelligent automation
  • ๐Ÿš€ End-to-end ML pipelines from research to production deployment
  • ๐Ÿ”ฌ Research focus on multimodal AI and human-AI collaboration

๐ŸŒŸ Philosophy & Vision

class AIEngineer:
 def __init__(self):
 self.mission = "Democratizing AI accessibility"
 self.passion = "Building intelligent systems that augment human potential"
 self.mantra = "The best way to predict the future is to invent it!"
 
 def current_focus(self):
 return [
 "Advanced Transformer Architectures",
 "Multimodal AI Systems", 
 "Production MLOps",
 "Open Source Contributions"
 ]

๐Ÿ† Featured Projects

๐ŸŒŸ Premium Project Showcase

๐Ÿ”ฎ Solace AI - Advanced Mental Health Assistant

Revolutionary AI-Powered Mental Wellness Platform

Solace AI Demo

๐ŸŒŸ Enterprise-Grade Mental Health AI with cutting-edge therapeutic conversation capabilities
๐Ÿง  Advanced NLP Models for empathetic response generation and emotional intelligence
๐Ÿ”’ HIPAA-Compliant Architecture ensuring maximum privacy and data security
๐Ÿ“Š Real-time Analytics Dashboard for mental health professionals and researchers
๐Ÿš€ Scalable Microservices deployed on AWS with auto-scaling capabilities

Premium Tech Stack: Advanced Transformers Therapeutic NLP AWS Cloud Redis PostgreSQL Docker Kubernetes

View Premium Project Documentation

๐Ÿ’Ž Other Notable Projects

๐Ÿ” OCR-APP

State-of-the-art Optical Character Recognition (OCR) with Vision Language Model (VLM) integration for enhanced accuracy and optimal document processing.

  • ๐ŸŽฏ Advanced OCR with real-time Q&A capabilities
  • ๐Ÿ–ผ๏ธ Smart preprocessing for diverse image formats
  • ๐Ÿง  AI-enhanced accuracy using computer vision
  • ๐Ÿš€ Interactive Streamlit interface

Stack: Python OpenCV Streamlit Transformers

View

๐ŸŽค Speech Emotion Classification

AI-Powered Emotion Recognition from Speech

  • ๐ŸŽค Advanced speech analysis for emotion detection
  • ๐Ÿง  Deep learning models for accurate classification
  • ๐Ÿ“Š Real-time processing capabilities
  • ๏ฟฝ Multiple emotion categories support

Stack: Python PyTorch Librosa Deep Learning

View

๐Ÿ›ก๏ธ Hate Speech Detection

AI-Powered Content Moderation

  • ๐Ÿ” Advanced classification using state-of-the-art NLP
  • ๐Ÿ“Š High accuracy with NLTK and transformer models
  • ๐Ÿงน Intelligent preprocessing for text normalization
  • ๐Ÿ“ˆ Performance analytics with detailed metrics

Stack: Python NLTK Transformers ML

View

๐Ÿ  House prediction model

ML-Driven Real Estate Analytics

  • ๐Ÿ“Š Data-driven insights with advanced regression
  • ๐ŸŽฏ 45% improvement in prediction accuracy
  • ๐Ÿ“ˆ Comprehensive market analysis features
  • ๐Ÿ’ก AI-based investment recommendations

Stack: Python Machine Learning Analytics Regression

View


๐Ÿ“Š GitHub Analytics

๐Ÿ”ฅ Performance Metrics

GitHub Streak

๐Ÿ“ˆ Language Distribution & Activity

Most Used Programming Languages

๐Ÿ† Achievement Showcase

GitHub Trophies
View Trophy Gallery

๐Ÿ“Š Contribution Graph

Activity Graph

๐Ÿ’ก Daily Inspiration


๐ŸŒ Connect & Collaborate

๐Ÿ“ฌ Professional Links

๐Ÿค Open for Opportunities


  1. โŒ Closed PR #1 in Rayyan9477/Agentic-Document-Extraction-PDF

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  1. Solace-AI Solace-AI Public

    "Solace AI: Your Empathetic Digital Confidant": Solace AI is an empathetic mental health companion that understands your emotions and personality to provide personalized support through natural con...

    Python 16 4

  2. linkedin_mcp linkedin_mcp Public

    A powerful Model Context Protocol server for LinkedIn interactions that enables AI assistants to search for jobs, generate resumes and cover letters, and manage job applications programmatically.

    Python 15 5

  3. ocr-app ocr-app Public

    State-of-the-art Optical Character Recognition (OCR) with Vision Language Model (VLM) integration for enhanced accuracy and optimal document processing.

    TypeScript 7 1

  4. AutoApply-AI-Smart-Job-Application-Assistant AutoApply-AI-Smart-Job-Application-Assistant Public

    AutoApply AI is an intelligent system designed to streamline your job search. It automates finding relevant job postings, crafting personalized resumes and cover letters using AI, and assists with ...

    Python 7

  5. MLOps-Pipeline-for-USD-Forecasting MLOps-Pipeline-for-USD-Forecasting Public

    A production-grade MLOps pipeline for real-time USD volatility forecasting using EUR/USD forex data. This project demonstrates end-to-end ML lifecycle management with automated data ingestion, mode...

    Python 2

  6. Agentic-Document-Extraction-PDF Agentic-Document-Extraction-PDF Public

    An agentic, zeroโ€shot document intelligence engine that sees, understands, and extracts from any PDF, no training, no hallucinations. Just define your fields and get trusted, structured outputs wit...

    Python 1

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