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ayhameed/README.md

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πŸ‘‹ Hi, I’m Abdulhameed

πŸ‘€ About Me

I'm a passionate developer with a strong interest in building data-driven solutions, particularly fascinated by the possibilities of space exploration and how Machine Learning can be applied to this field. In my free time, I enjoy learning about AI and keeping up with the latest advancements in technology.

🚧 Current Projects

πŸ”₯ Fire-Detection from Satellite Imagery Using Machine Learning

  • Developed a machine learning model that processes satellite imagery, employing GANs for data augmentation to achieve a remarkable 90% reduction in model size and 96% decrease in dataset requirements. This optimization enables deployment in resource-constrained environments like spacecraft.

☁️ Cloud Detection Model

  • Engineered a highly accurate (96%) cloud detection model utilizing a mere 10MB of data. Leveraged cloud IFass for enhanced performance.

🌐 Web Dashboards in React

  • Created interactive dashboards that boosted user engagement with data visualizations by 45%.

πŸͺ Space Mission Optimization and System Design

  • Successfully simulated a space mission using STK, optimizing communication channel switching by 26% through machine learning analysis.

πŸ† Expertise

  • πŸ–₯️ Backend Development: Adept at building scalable and secure backend systems using technologies like Node.js, Express, and MongoDB.
  • πŸ“Š Data Science & Machine Learning: Experienced in building and deploying ML models in Python libraries like TensorFlow and PyTorch (IBM Data Science Professional Certified).
  • πŸš€ Space Mission and Systems Modelling: Skilled in using Ansys STK to simulate complex space missions and leverage ML for deeper insights.

πŸ—£οΈ Talks and Conferences

  • UK Space Conference 2023 (Satellite Edge Computing for Real-Time Satellite Imagery Segmentation )
  • SatNex School V (Artificial Intelligence (AI) for Satellite Systems)

πŸ“« Let's Connect

πŸ› οΈ Technologies & Tools

TensorFlow PyTorch Python JavaScript Node.js Express MongoDB AWS Amazon SageMaker SQL Ansys STK Master Hadoop PySpark

Pinned Loading

  1. OCR OCR Public

    final year project

    MATLAB 1

  2. Python-100-Days-of-Code Python-100-Days-of-Code Public

    A repository containing 100 python challenges

    Python

  3. alx-higher_level_programming alx-higher_level_programming Public

    alx-higher_level_programming

    Python

  4. Analytics-dashboard Analytics-dashboard Public

    An Application that makes an API calls to retreive token details, analyze the details and give a new response

    Python

  5. chat-with-pdf chat-with-pdf Public

    Chat with a PDF

    Python

  6. ESA-Anomaly-Dataset ESA-Anomaly-Dataset Public

    Jupyter Notebook