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AhmedYasser06/README.md

Welcome, I'm Ahmed Yasser 👋

Headline

AI & Machine Learning Engineer, with a strong Computer Engineering foundation, specializing in Computer Vision, Natural Language Processing, and Large Language Models (LLMs). Skilled in Python, PyTorch, LangGraph, LangChain, SQL, and Docker, AWS with a strong track record in conducting research and driving cross-functional collaboration to deliver impactful AI solutions. Expertise in designing and deploying scalable model architectures to solve complex real-world challenges through predictive analytics and automation.

My Tech Stack

AI & Machine Learning

Deep Learning

Computer Vision

NLP & LLMs

DevOps

Embedded Systems

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  1. Group-Activity-Recognition Group-Activity-Recognition Public

    A modern implementation of CVPR 2016 paper: "A Hierarchical Deep Temporal Model for Group Activity Recognition."

    Python

  2. multi-task-chest-xray-analysis-system multi-task-chest-xray-analysis-system Public

    End-to-end PyTorch implementation of a multi-task chest X-ray analysis system for classification, object detection, and semantic segmentation using a shared DenseNet-121 encoder.

    Python

  3. urban-scene-segmentation urban-scene-segmentation Public

    Semantic Segmentation using U-Net and DeepLabV3+ in PyTorch with pretrained encoders, data augmentation, Dice + CrossEntropy loss, quantitative evaluation, and error analysis on the CamVid dataset.

    Jupyter Notebook

  4. Relational-Group-Activity-Recognition Relational-Group-Activity-Recognition Public

    A modern implementation of ECCV 2018 paper: "Hierarchical Relational Networks for Group Activity Recognition and Retrieval".

    Python

  5. AI-powered-predictive-maintenance AI-powered-predictive-maintenance Public

    AI-powered predictive maintenance system that leverages IoT sensor data and advanced machine learning models to forecast equipment failures, minimize downtime, and optimize industrial maintenance o…

    Jupyter Notebook 1 1

  6. Multi-Layer-Anti-Drone-Defense-System Multi-Layer-Anti-Drone-Defense-System Public

    An AI-powered multi-layer anti-drone defense system that integrates RF jamming, radar detection, YOLOv8 object detection, Deep SORT multi-object tracking, and intelligent priority targeting for rea…

    Python