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mrhashx/README.md

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💫 About Me

👋 Hello! I'm Abdolhossein Maniee, a Graduate Student in Artificial Intelligence deeply invested in solving complex real-world computer vision and medical image diagnostic challenges.

🎯 My research environment bridges deep mathematical tensor transformations with production-grade deep learning pipelines, optimizing networks for precise diagnostic analytics and high-dimensional feature selection.

⚡ Fast, modular, and performance-driven development is my core engineering philosophy.

 GitHub Streak

🛠️ Skills & Technologies

TensorFlow Keras Scikit-Learn Python NumPy Pandas OpenCV Git Linux

🔬 Featured Projects Showcase

🏥 Brain Tumor Deep Learning Pipeline
Deploys custom multi-stage Transfer Learning and Fine-Tuning across VGG16, ResNet50, and InceptionV3 grids to isolate multi-class tissue anomalies from raw Brain MRI scans.

🎛️ Digital Image Processing Toolkit
A mathematically rigorous image matrix architecture implementing custom 2D spatial convolutions, edge padding styles, and manual Fourier lowpass attenuation filtering.

🏡 Ames Housing Price Predictor
Optimizes tabular modeling via ColumnTransformer feature scaling, non-linear log transformations, and embedded Adaptive Lasso feature penalization configurations.

💬 Semantic Content Moderation
An advanced natural language pipeline combining PorterStemmer normalization and unigram/bigram sublinear TF-IDF vectorizers with high-margin text classifiers.

📊 Analytical Insights & GitHub Metrics

GitHub Stats Top Languages

🧲 Connect & Collaborate

GitHub Account

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