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All work

Work

Machine Learning & Data Science

Feature engineering, supervised modelling, time series, NLP and vision classification, and the evaluation methodology that proves any of it worked.

  1. Demand Forecasting Platform

    Role
    Sole author — time-series ML and MLOps
    Domain
    Machine Learning & Data Science
    Stack
    Python · LightGBM · ARIMA / ARIMAX
    Result
    ~4M order rows processed

  2. Conversational Analytics Agent

    Role
    Sole developer
    Domain
    Generative AI & LLMs
    Stack
    Python · Flask · Google Gemini
    Result
    343 learned query patterns

  3. Sarcasm Detection Model

    Role
    Sole author
    Domain
    Machine Learning & Data Science
    Stack
    Python · scikit-learn · pandas
    Result
    85% held-out test accuracy