Fan of Machine Learning & Statistics 📊 💡 🧠

Interests
Statistical / Machine Learning
  • Time Series 📈
  • Natural Language Processing đŸ’Ŧ
  • Computer Vision 👁ī¸
  • Network Analysis 🌐
Finance
  • Hedonic Regression Modeling 🏡
  • Algorithmic Trading đŸ’ģ x 💹
  • Portfolio Optimization đŸ’ŧ
Education

  • MS Applied Data Science, 2024 🎓

    University of Chicago

  • Bachelor of Arts in Statistics & Economics, Magna Cum Laude, 2021 📚

    Kenyon College

  • Highschool, 2017 đŸĢ

    The Hotchkiss School

Recent Posts

Portfolio Optimization with Python: Hierarchical Risk Parity
Optimizing portfolio construction using the machine learning based Hierarchical Risk Parity algorithm
Sunday, 20 Oct 2024 Python
Scraping ETF KPIs with AWS Lambda, AWS Fargate, and Alpha Vantage & Yahoo Finance APIs
Automate the collection of key performance indicators and financial metrics for ETFs using AWS services and financial APIs
Saturday, 22 Jun 2024 AWS, Python
End-to-End Time Series Forecasting with Amazon SageMaker
Training a time series model with Amazon SageMaker and deploying it as a REST API with AWS Lambda and Amazon API Gateway
Friday, 27 Oct 2023 Python, AWS
Using Transformers for Tabular Data: A Complete Guide with Amazon SageMaker
Training a deep learning classification model on SageMaker and hyperparameter tuning with Optuna
Thursday, 21 Sep 2023 AWS, Python
Deploying Python Dash and R Shiny Apps with ShinyProxy, Docker, Amazon EC2 and Cognito
Steps for deploying Python Dash and R Shiny applications using ShinyProxy, Docker, Amazon EC2, and Cognito
Friday, 23 Jun 2023 AWS, R, Python
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