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MDVR9980/README.md

MDVR

Typing SVG


⚡ The AI Philosophy

"I don't just write code; I design systems that learn."

I am MDVR, an AI Engineer based in Iran. I have filtered out everything else to focus purely on Artificial Intelligence. My repository is a collection of experiments in Deep Learning, Computer Vision, and Data Clustering.

🧠 The Arsenal (Tech Stack)

🧬 Featured Projects

👁️ Computer Vision



🗣️ NLP & Sentiment Analysis




📊 Data Science & ML

📊 GitHub Analytics

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Activity Graph

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  1. advanced-house-regression advanced-house-regression Public

    🏡 End-to-end House Price Prediction system using Scikit-Learn. Features a robust regression pipeline, batch CSV processing, and an interactive Streamlit UI for real-time inference.

    Python 1

  2. Employment-Scam-Detection Employment-Scam-Detection Public

    🕵️‍♂️ Detect fraudulent job postings using NLP and Machine Learning. Features advanced text preprocessing, TF-IDF vectorization, and SMOTE for handling class imbalance. Achieved ~98% accuracy with …

    Jupyter Notebook 1

  3. imdb-sentiment-analysis imdb-sentiment-analysis Public

    🎬 Binary Sentiment Analysis on the IMDB 50K dataset. A classic NLP pipeline utilizing NLTK for preprocessing, TF-IDF for vectorization, and Logistic Regression for high-accuracy text classification.

    Python 1

  4. saffronImageProcess saffronImageProcess Public

    An OpenCV-based computer vision project for detecting Saffron flowers using HSV color segmentation, morphological operations, and Canny edge detection. accurately identifies flower centroids and bo…

    Python 1

  5. telegram-sentiment-analysis-fa telegram-sentiment-analysis-fa Public

    🇮🇷 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 1

  6. Golestan-Clustering Golestan-Clustering Public

    🌹 Unsupervised Semantic Clustering of Saadi's Golestan. A Persian NLP project comparing K-Means & DBSCAN algorithms to regroup anecdotes based on semantic similarity using TF-IDF & LSA.

    Jupyter Notebook 1