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@ITU-AI-ML-in-5G-Challenge @ITU-GeoAI-Challenge
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JuliusFx131/README.md
  • 👋 Hi, I’m Julius Mwangi.
  • 🌱 I’m currently ranked as the top data scientist in Kenya and position 5 out of 70000+ data scientists on Zindi platform.
  • 🔬I have worked on problems in domains such as in Natural Language Processing, Computer Vision and Timeseries and delivered great solutions.
  • ✨The most exciting solution was featured as the best solution from a student in the COP28 2023 summit in Dubai-check first pinned repo, on energy consumption modelling
  • 🏆For more work I have done, you can check my certificate here: https://zindi.africa/users/JuliusFx/competitions/certificate
  • ⚡ I'm open to work and also collaborate on projects. I have previously collaborated with ITU-5G CHALLENGE and ITU-GeoAI-Challenge in writing technical reports to various problem statements
  • 🔬 You can contact me through email: 📧 julmngii@gmail.com

Pinned

  1. Mozilla-Common-Voice-STT-Challenge Mozilla-Common-Voice-STT-Challenge Public

    This is a web service that allows people with medical Issues describe them in Swahili using voice. The solution will transcribe voice, send transcription to LLM. The results are not medical diagnos…

    Python

  2. ITU-5G-Energy-Consumption-Modelling-Challenge ITU-5G-Energy-Consumption-Modelling-Challenge Public

    Forked from ITU-AI-ML-in-5G-Challenge/Save-Energy

    The fifth-generation(5G)of radio technology, is driving a profound transformations in connectivity eg faster speeds & lower latency. However, it introduces a significant challenge: energy consumpti…

    Jupyter Notebook

  3. GEO-AI-Challenge-for-Cropland-Mapping-Challenge GEO-AI-Challenge-for-Cropland-Mapping-Challenge Public

    Forked from ITU-GeoAI-Challenge/GEO-AI-Challenge-for-Cropland-Mapping-Challenge

    Current available solutions eg #WorldCover apply inconsistent "cropland" definitions from #FAOSATA’s and are rarely up to date. This work focused on building cost effective classification for cropl…

    Jupyter Notebook

  4. ITU-Fault-impact-analysis-2023-Challenge ITU-Fault-impact-analysis-2023-Challenge Public

    Forked from ITU-AI-ML-in-5G-Challenge/Fault-impact-analysis-2023-Challenge

    This problem statement involved predicting fault impacts on Radio Access Networks KPIs and prioritizing issues that affect data rates—a critical step toward enhancing network performance and preven…

    Jupyter Notebook

  5. GeoAI-Challenge-for-Air-Pollution-Susceptibility-Mapping GeoAI-Challenge-for-Air-Pollution-Susceptibility-Mapping Public

    Forked from ITU-GeoAI-Challenge/GeoAI-Challenge-for-Air-Pollution-Susceptibility-Mapping

    This problem statement focused on building machine learning models that would assist create city-level air pollution susceptibility maps with a 5-meter spatial resolution for milan city in Italy. T…

    Jupyter Notebook 1

  6. GeoAI-Estimating-Soil-Parameters-Using-Hyperspectral-Images GeoAI-Estimating-Soil-Parameters-Using-Hyperspectral-Images Public

    Forked from ITU-GeoAI-Challenge/Estimating-Soil-Parameters-from-Hyperspectral-Images-by-ITU-2023

    The traditional in-situ soil analysis methods are laborious & inefficient, limiting scalability and hindering timely access to crucial soil data for optimal fertilization by farmers. In the amazing…

    Jupyter Notebook 1