Ben Choi
B.S. & M.S. in EE @ Stanford University
benchoi (at) stanford (dot) edu
Glad you could make it, feel free to reach out via email!
Projects
MPLabron James
Basketball-playing robot named after Microchip's MPLab X IDE and legendary NBA basketball player Lebron James.
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Website
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OneReview
Built a shopping copilot to reduce time spent combing through reviews!
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Website
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Olympics
In-depth analysis and data viz of the Olympics using R and the tidyverse.
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Data Viz
]
TrainSpace
A social distancing app adopted by New York's 87 million Metro-North riders.
[
Website
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Code
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Voya Sol
Systems engineering for distributed energy storage & generation for off-grid communities in Zimbabwe.
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Blog
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United States Earth Science Organization
Educating the next generation of high school Earth scientists.
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Website
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Autograder
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MIT EnergyHack/Toyota Research Institute
Combating Air Pollution in New Delhi with Repurposed Batteries.
[
Presentation
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Article
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Pursuit & Tie
Fully operational arcade-style James Bond-themed driving simulator from scratch!
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Website
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EE214A Final Project
Design & Optimization of a Fully Differential Amplifier for an Optical Sensor.
[
Paper
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Capturing View-Dependent Optics in 3D Feature Embeddings
June 2019
Benjamin Choi
CS 231N Final Project.
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Paper
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Poster
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Code
]
Publications
Exploring the influence of urban context on building energy retrofit performance: A hybrid simulation and data-driven approach
August 2021
Alex Nutkiewicz,
Benjamin Choi
, Rishee Jain
Advances in Applied Energy
[
Paper
]
ChemPix: Automated Recognition of Hand-Drawn Hydrocarbon Structures Using Deep Learning
July 2021
Hayley Weir, Keiran Thompson, Amelia Woodward,
Benjamin Choi
, Augustin Braun, Todd J. MartÃnez
Chemical Science
[
Paper
] [
Article
]
Techniques for Collecting Shadow-Free Imagery with Unmanned Aerial Vehicles in Precision Agriculture
May 2021
Benjamin Choi
Stanford Digital Repository
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Paper
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Context-Aware Urban Energy Efficiency Optimization Using Hybrid Physical Models
December 2020
Benjamin Choi
, Alex Nutkiewicz, Rishee Jain
NeurIPS 2020 Workshop on Machine Learning for Engineering Modeling, Simulation, and Design
[
Paper
] [
Presentation
] [
Poster
]
Crowd-Sourced Road Quality Mapping in the Developing World
December 2020
Benjamin Choi
, John Kamalu
NeurIPS 2020 Workshop on Machine Learning for the Developing World
[
Paper
] [
Poster
] [
Code
]
