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ezemriv/README.md

Hi there! I'm Eze 👋

A Data Scientist and former PhD Molecular Researcher. My journey has taken me from studying cancer genomics to building fraud detection systems, and now I’m exploring the intersection of AI, finance, and Web3.

  • 🔭 Currently working on fraud detection and AI-driven financial solutions at CaixaBank Payments & Consumer

  • 🌱 Always learning—currently diving into Web3 and crypto analytics

  • 👨‍💻 All of my projects are available at my Portfolio

  • ⛰️ In my free time I run out to a mountain somewhere.

🛠 Language and tools

python logo r logo pandas logo numpy logo powerbi logo pytorch logo keras logo scikit-learn logo docker logo mlflow logo aws logo react logo html5 logo css3 logo

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  1. AI-Agent-Report-Maker-Full AI-Agent-Report-Maker-Full Public

    2nd-place solution for CaixaBank Tech Hackathon: fraud detection, expense forecasting and an AI-driven tool for automated reporting on financial transaction data.

    Jupyter Notebook 1

  2. AI-Agent-Report-Maker-Deploy AI-Agent-Report-Maker-Deploy Public

    A streamlined version of the AI-Agent-Report-Maker, focusing exclusively on the agent functionality for deployment with Gradio.

    Python

  3. ISIC-2024-SkinCancer3D-Detection ISIC-2024-SkinCancer3D-Detection Public

    Kaggle competition: Identify cancers among skin lesions cropped from 3D total body photographs

    Jupyter Notebook

  4. Ad-Exchange-Auction-Prediction Ad-Exchange-Auction-Prediction Public

    Ad Exchange Auction Win Prediction: A machine learning model to predict bid win probability in ad-exchange auctions, utilizing LightGBM and MLflow.

    Jupyter Notebook

  5. FAO-Food-CO2-Footprint FAO-Food-CO2-Footprint Public

    A comprehensive data mining analysis of FAO data to forecast country-level food CO2 emissions and classify food items by their carbon footprint.

    HTML

  6. MLForecast-Enhanced-TimeSeries MLForecast-Enhanced-TimeSeries Public

    Fast and straightforward multiple time series forecasting using MLForecast and Optuna frameworks.

    Jupyter Notebook