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MDVR9980/README.md



โšก The AI Core & Mission

Identity: Mohammad Davoud Vahhab Rajaee (MDVR)
Focus: Applied Artificial Intelligence & Intelligent Systems
Core 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."

๐Ÿ› ๏ธ The Tech Arsenal

๐Ÿง  Deep Learning, Computer Vision & Data Science



โšก AI Backends, Vector DBs & Deployment



๐Ÿ’ป Systems, Languages & Developer Tools


๐Ÿงฌ Featured Flagship Projects

๐Ÿง  1. Generative AI, LLMs & Distillation

๐Ÿ”ฌ 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

๐Ÿท๏ธ 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

๐Ÿค– 2. Autonomous AI Agents & Production Apps

โšก 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 โ€ข View Telegram Bot

๐Ÿข 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

๐Ÿ‘๏ธ 3. Computer Vision & Deep Learning

๐ŸŒŠ Deep Frequency Denoising

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

View Frequency Denoising

๐ŸŽญ Real-Time Emotion Recognition

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

View Emotion CNN


๐Ÿ“Š GitHub Contribution Pulse

Activity Graph

Pinned Loading

  1. telegram-sentiment-analysis-fa telegram-sentiment-analysis-fa Public

    ๐Ÿ‡ฎ๐Ÿ‡ท 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 (1399โ€“1404 SH).

    Jupyter Notebook 33

  2. Real-Time-Emotion-Recognition-CNN Real-Time-Emotion-Recognition-CNN Public

    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 Tensorโ€ฆ

    Jupyter Notebook 36

  3. autonomous-research-agent-telegram autonomous-research-agent-telegram Public

    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_Project Knowledge_Distillation_Project Public

    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-โ€ฆ

    Python 34

  5. Persian-Emotion-LLM-Labeler Persian-Emotion-LLM-Labeler Public

    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.โ€ฆ

    Jupyter Notebook 34

  6. instagram-ai-content-agent instagram-ai-content-agent Public

    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 Sโ€ฆ

    Python 33