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MohEsmail143/README.md

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🎓 OMSCS Project Portfolio

As part of my graduate studies in the Georgia Tech OMSCS program (with a specialization in Machine Learning), I've worked on a range of academically rigorous and applied machine learning projects.

📁 The portfolio repository is private to comply with Georgia Tech's academic integrity policy, but I'm happy to share it upon request for professional, academic, or recruiting purposes.

📩 To request access, feel free to connect with me on LinkedIn or email me at moh.ahmed.esmail.1403@gmail.com.

🖥️ Personal Projects

Machine Learning
Title Technologies
VizWiz Visual Question Answering PyTorch Kaggle
Speech Emotion Recognition TensorFlow Librosa
scikit-learn
Network Anomaly Detection NumPy Jupyter
Pandas
Face Recognition NumPy Jupyter
Computer Vision
Title Technologies
Coach.ai Flutter Dart
TensorFlow Git
Lucas-Kanade Object Tracker OpenCV NumPy
Jupyter
Stereo Vision OpenCV NumPy
Jupyter
Image Stitching OpenCV NumPy
Jupyter
Road Lane Detection OpenCV NumPy
Jupyter
CS / SWE
Title Technologies
LeetCode Solutions Python
Chrome
Huffman Coding Java
Page Replacement Algorithms C++
Simple Shell C
Red-Black Tree Dictionary Traversal Java
Sorting Algorithms Time Complexity Analysis Java
Simple Interpreter C
Restaurant Reservation System Java
Simple Fitness Tracker Java
Phonebook C
Mathematical
Title Technologies
Numerical Optimization Techniques NumPy Jupyter
Linear Equations Solver NumPy
Root Finder NumPy
Signal Generator MATLAB
📈 Stats

Contribution Graph Top Languages by Repo Top Languages by Commit

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  1. coach-ai coach-ai Public

    A Flutter app that utilises TensorFlow's MoveNet model for pose detection, in order to count a user's reps and detect the correctness of their pose, with additional modules for BMI calculation and …

    Jupyter Notebook 18 4

  2. vizwiz-visual-question-answering vizwiz-visual-question-answering Public

    An implementation of the paper "Less is More", which was used to attempt the VizWiz visual question answering and answerability challenge tasks.

    Jupyter Notebook 1

  3. speech-emotion-recognition speech-emotion-recognition Public

    An attempt at the speech emotion recognition (SER) task on the CREMA-D dataset using TensorFlow 1D & 2D RCNN models.

    Jupyter Notebook

  4. network-anomaly-detection network-anomaly-detection Public

    An attempt at the network anomaly detection task using manually implemented k-means, spectral clustering and DBSCAN algorithms, with manually implemented evaluation metrics (precision, recall, f1-s…

    Jupyter Notebook 2

  5. image-stitching image-stitching Public

    A manually-implemented image stitcher that uses image warping and homographies to automatically create an image mosaic.

    Jupyter Notebook

  6. face-recognition face-recognition Public

    Face Recognition using PCA & LDA dimensionality reduction, then classification using KNN.

    Jupyter Notebook