Website

Hello, I am Benson Duong, a Data Science student at the University of California, San Diego, learning about the fields of data science, programming, analysis, statistics, and machine learning.

• In my work and projects, I’ve handled with all aspects of the data science project process for actionable, business impact:
  • Using ETL to retrieve online raw data and transform them to be usable for analysis and modeling
  • Accounting for pit-falls in data such as population bias or imbalanced data
  • Data analysis with plots and/or dashboards that can visually communicate business-minded story-telling
  • Developing predictive ML model and iteratively improving its accuracy metrics
  • Using Python programming to streamline and productionize these steps, making said business impacts easier to find, and more tidy for teammates
• I work with the following data tools and more:
  • Python- 5 years of fluency (Pandas, NumPy, GeoPandas, Scikit-Learn, Matplotlib, TensorFlow, PyTorch, PySpark)
  • SQL (PostGreSQL, DuckDB, SQLite, Microsoft SQL Server), Snowflake
  • Tableau, PowerBI
  • Microsoft Excel
  • R
  • Other non data-science related languages or tools:
    • JavaScript, Java, Git, Docker.

Data Science Project Portfolio

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- Industry Research Capstone Project (Fall 2022 - Winter 2023)

Industry Research Capstone Project —

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Restaurant ML Recommender (Fall 2022 - Winter 2023)

Restaurant Recommendation Data Science Project —

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NYC Traffic Prediction App (Fall 2021 - Fall 2022)

NYC Traffic Data Science Project —

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- Airbnb Price Prediction with ArcGIS (Winter 2023)

Airbnb Price Prediction with ArcGIS —

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- Image ML Auto-Captioner (Fall 2022)

Image ML Auto-Captioner PyTorch Project with PyTorch —

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