Data Analysis

      Data visualization

    • Matplotlib
    • Plotly
    • Tableau

      Applied statistical inference

    • Decision modeling
    • Time series analysis
    • Multilevel/hierarchical modeling

      Key performance indicators (KPIs)

    • Business specific, expert informed
    • Customer and market metrics measured
    • A/B Hypothesis Testing

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Data Workflows & Pipelines

      Dashboard design

      Databases

    • Setup
    • PostgreSQL
    • MongoDB
    • SQL queries

      Optimized programming in Python

    • NumPy
    • Pandas

      Deployment

    • Apache Airflow
    • AWS EC2 and S3

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Machine Learning

    Probabilistic programming

  • PyMC Monte Carlo simulations

    Predictive modeling

  • Generalized linear models
  • Forecasting and price prediction
  • Gradient boosted
    • LightGBM
    • CatBoost
    • XGBoost

    Unsupervised learning

  • Clustering
  • Dimensionality reduction

    Deep Learning

  • TensorFlow
  • TensorFlow Probability

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Recent Projects

I specialize in data-driven decision making, statistical modeling, and machine learning pipelines.
I analyze, automate, and communicate for market insights and optimized operations.
I'm also really interested in agriculture related tech and projects related to economic networks.

Seattle Traffic Collisions Analyis and Policy Recommendations

Understanding Traffic Patterns through Data Visualization, Statistical Modeling & Machine Learning.

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Soil Health Prediction

Predicting Soil Nutrition with Infrared Spectroscopy Resources.

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