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MDVR9980/README.md
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⚡ The AI Core & Mission

Identity: Mohammad Davoud Vahhab Rajaee (MDVR)Focus: Applied Artificial Intelligence & Intelligent SystemsCore Disciplines:
- Large Language Models & Knowledge Distillation (QLoRA, Fine-Tuning, CoT)
- Autonomous Multi-Agent Frameworks & Automation Workflows
- Advanced Computer Vision & Deep Learning (Image Restoration, CNNs, Frequency-Domain)
- Production AI Backends (FastAPI, Vector DBs, ChromaDB, Microservices)Philosophy: "Transforming complex neural architectures into robust production-grade solutions."

🛠️ The Tech Arsenal

🧠 Deep Learning, Computer Vision & Data Science



⚡ AI Backends, Vector DBs & Deployment



💻 Systems, Languages & Developer Tools

🧬 Featured Flagship Projects

🧠 1. Generative AI, LLMs & Distillation

🔬 Persian Mental Health Distillation

Enterprise-grade Knowledge Distillation framework. Distilled reasoning capabilities from Llama-3-70B into a local Gemma-1B model using QLoRA & synthetic Chain-of-Thought datasets.

View Distillation Repo

🏷️ Persian Emotion LLM Annotator

High-precision Persian emotion annotation pipeline powered by Llama 3.3 70B (via OpenRouter), featuring text normalization and batch CoT reasoning.

View LLM Labeler

🤖 2. Autonomous AI Agents & Production Apps

⚡ Autonomous Content Creator Agent

Autonomous AI Agent powered by NVIDIA NIM (Mistral Large 3) for discovering AI trends, drafting multi-slide posts, and generating visuals.

View Instagram Agent • View Telegram Bot

🏢 EstateMind-AI CRM OS

AI-Powered Real Estate CRM and operating system built with FastAPI, Gemini, ChromaDB Vector DB, WebSockets, and Playwright.

View EstateMind Repo

👁️ 3. Computer Vision & Deep Learning

🌊 Deep Frequency Denoising

Frequency-aware image denoising using UNet architectures and Focal Frequency Loss with detailed spectrum visualization and analysis.

View Frequency Denoising

🎭 Real-Time Emotion Recognition

Deep CNN-based real-time facial expression recognition system detecting 7 emotions with dynamic OpenCV filter pipelines.

View Emotion CNN

📊 GitHub Contribution Pulse

Activity Graph

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  1. telegram-sentiment-analysis-fatelegram-sentiment-analysis-faPublic

    🇮🇷 5-Year Historical Sentiment Analysis of Persian Telegram (~1M posts) using Google Gemma 3 (27B) via Ollama. A deep NLP study on public mood, sarcasm, and cultural nuances (1399–1404 SH).

    Jupyter Notebook 33

  2. Real-Time-Emotion-Recognition-CNNReal-Time-Emotion-Recognition-CNNPublic

    A CNN-based facial expression recognition system capable of detecting 7 emotions in real-time using a webcam. Features dynamic image filters applied based on the detected emotion. Built with Tensor…

    Jupyter Notebook 36

  3. autonomous-research-agent-telegramautonomous-research-agent-telegramPublic

    An autonomous AI Research Agent Telegram bot powered by NVIDIA NIM (Mistral Large 3), DuckDuckGo search, and BeautifulSoup for real-time web scraping and comprehensive report generation.

    Python 34

  4. Knowledge_Distillation_ProjectKnowledge_Distillation_ProjectPublic

    Enterprise-grade Knowledge Distillation framework for Persian Mental Health analysis. Distills reasoning capabilities from Llama-3-70b into a local Gemma-3-1b model using QLoRA and synthetic Chain-…

    Python 34

  5. Persian-Emotion-LLM-LabelerPersian-Emotion-LLM-LabelerPublic

    High-precision Persian emotion annotation pipeline using OpenRouter API (Llama 3.3 70B). Features advanced text normalization, Chain-of-Thought (CoT) reasoning, and fault-tolerant batch processing.…

    Jupyter Notebook 34

  6. instagram-ai-content-agentinstagram-ai-content-agentPublic

    An autonomous AI Content Creator Agent for Instagram that discovers trending AI news, drafts engaging multi-slide posts, and generates photorealistic visuals using NVIDIA NIM (Mistral Large 3 and S…

    Python 33