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Achievements

Achievement: YOLOAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pull Shark

Highlights

  • Pro

Organizations

@Bradford-College

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ayhameed/README.md

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👋 Hi, I’m Abdulhameed

👤 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

🔥 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%.

🪐 Space Mission Optimization and System Design

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

🏆 Expertise

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

🗣️ 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)

📫 Let's Connect

🛠️ Technologies & Tools

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

Pinned Loading

  1. Fire-detection Fire-detection Public

    Develop and optimize a high-accuracy wildfire detection model using low-resolution satellite imagery for early mitigation and improved response efforts, specifically designed for resource-constrain…

    Jupyter Notebook 1

  2. OCR OCR Public

    final year project

    MATLAB 1

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

    A repository containing 100 python challenges

    Python

  4. Create-and-host-and-endpoint-HNGi Create-and-host-and-endpoint-HNGi Public

    Task 1 for HNG's Intership Cohort 10

    JavaScript

  5. video-streaming-endpoint video-streaming-endpoint Public

    Two microservices built in Express and NodeJS. A mircoservice that allows the front end POST chuncks of video and another to GET the video to and from disk respectively

    JavaScript

  6. Loan_default_analysis Loan_default_analysis Public

    This project focuses on predicting loan defaults using a combination of data analysis, feature engineering, and machine learning techniques. The goal is to identify key factors influencing loan def…

    Jupyter Notebook