Welcome to my GitHub profile! I'm an enthusiastic Electronic and Computer Engineering student, Software Engineer, and Data Analyst passionate about building impactful solutions. I enjoy working at the intersection of hardware, software, and machine learning. 🚀
- 🎓 Final-year student at Jomo Kenyatta University of Agriculture and Technology.
- 🚀 Worked on the Nakuja Rocket Recovery Project as a Recovery and Payload Intern.
- 💻 Currently building real-time systems for rocket tracking using computer vision.
- 🔍 Exploring data science through projects like customer churn prediction and movie sentiment analysis.
- 🌱 Learning more about embedded systems, data science, machine learning and AI-driven automation.
- 📝 Writing technical articles and documenting my projects to share my journey.
Here are a few of my current and completed projects:
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🚀 Rocket Tracking and Antenna Orientation Control: Leveraging computer vision and stepper motors to track a rocket's trajectory and control the orientation of an antenna for optimal communication during flight.
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🤖 Telco Customer Churn Prediction: Predicting customer churn using machine learning and developing actionable retention strategies based on data analysis. This project includes real-time customer flagging for retention actions through an API.
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💻 Health and Fitness Tracker: A Streamlit application to track and visualize health metrics, helping users maintain their fitness goals through data-driven insights.
Here’s what I’m working with:
- Languages: Python, Java, C++, JavaScript
- Frameworks/Libraries: Flask, FastAPI, Scikit-learn, TensorFlow, YOLOv5, Streamlit
- Data Tools: Apache Kafka, Spark, Confluent Cloud, MongoDB, PostgreSQL, Pandas, SQLite
- Hardware: Raspberry Pi, Arduino, PCB Design
- Other Tools: Git, Docker, MATLAB, Jupyter Notebooks
Feel free to reach out to collaborate, ask questions, or just say hi!