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0514kento/README.md

👨🏻‍💻 Kento Morita | Data Scientist & Business Analytics Enthusiast

M.S. Business Analytics @ UC Irvine | Machine Learning • NLP • BI • Forecasting

💼 Experience Snapshot

  • 🎯 Student Data Scientist @ Trace3
    Developed a revenue forecasting model using Python and Excel, integrating scenario analysis and KPI tracking for better sales planning.

  • 🧠 Data Scientist @ InstaEnglish
    Engineered an NLP-powered recommendation system on 500K+ prompts, increasing study retention and CTR by 7.6%.

  • 🛍️ E-Commerce Data Analyst @ LVMH (Make Up For Ever)
    Forecasted SKU-level sales using time series modeling, reducing inventory waste by 13%.

  • 🏥 Data Analyst @ Takeda Pharmaceutical
    Automated factory reporting processes, saving over 100 hours annually and winning the Personal Leadership Award.

  • 📈 Data Scientist @ Irep (AdTech) Applied KNN clustering to identify customer segments, driving $15K in revenue from targeted campaigns.

Pinned Loading

  1. Airbnb-Price-Prediction Airbnb-Price-Prediction Public

    Airbnb Price Prediction: NYC vs. LA Machine learning models classify Airbnb listings as high or low priced based on listing features in New York City and Los Angeles.

    Jupyter Notebook 1

  2. Research-Project Research-Project Public

    Talent vs. Luck: Simulation-Based Thesis A multi-agent simulation with reinforcement learning to analyze whether success is driven more by effort or random chance.

    Jupyter Notebook 1

  3. UCI-Datathon-2025 UCI-Datathon-2025 Public

    We've tried building prediction model to help understand what factors are best at predicting whether a signup will start to drive, and offer suggestions to operationalize those insights to help Uber.

    Jupyter Notebook 1

  4. DripFinder DripFinder Public

    Forked from kenjeekoh/DripFinder

    Personalized sneaker recommendation system built with Python, NLP, and Streamlit. Matches users with ideal sneakers based on brand, colorway, silhouette, and market value.

    Python

  5. Ecommerce-SQL-Churn-Prediction Ecommerce-SQL-Churn-Prediction Public

    Forked from kenjeekoh/Ecommerce-SQL-Churn-Prediction

    End-to-end SQL and machine learning project analyzing e-commerce sales and predicting customer churn using transactional data.

    Python