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
- 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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- Pyspark Text-based Customer Satisfaction Data Engineering Project (Winter 2022)
Pyspark Text-based Customer Satisfaction Data Engineering Project
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