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18 followers · 16 following

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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 am a passionate data scientist based in Kenya, having ranked 1st out of over 70,000 data scientists on the Zindi platform and currently remain in the top 5.
  • 🔬 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:https://github.com/JuliusFx131/ITU-5G-Energy-Consumption-Modelling-Challenge
  • 🏆 Check our this certificate on more than 20 problem statements I have undertakent: 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: 📧 [email protected]

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  1. End-to-End-Machine-Translation-System End-to-End-Machine-Translation-System Public

    This repository features an end-to-end Dyula-to-French translation system built with Fairseq, addressing low-resource language challenges. It incorporates MLOps best practices for optimizing accura…

    Jupyter Notebook

  2. 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

  3. 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

  4. 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 1

  5. 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

  6. SaccoLoans SaccoLoans Public

    How I helped a local sacco identify non-performing loans

    Jupyter Notebook 1 1