Experience

Cepton

• United States
• Motor Vehicle Manufacturing
• 1 - 100 Employee

• Software Engineer

  • Aug 2022 - Present

  - Developed Real Time Perception Algorithms with high throughput LiDAR data - Implemented robust algorithms for object tracking - Created Interactive UI Components controlling a 3D Point Cloud Visualizer - Optimized calibration procedure using to achieve a 11x speed up in cycle time - Maintained ROS/ROS2 Drivers and the underlying LiDAR SDK - Spearheaded a C# .NET SDK project to allow for easier manipulation of company lidars; now running in 3 core projects and published the library to Nuget for external customers - Worked on a Lidar Simulator to artificially create static scenes for backtesting our perception algorithms Show less



Visual Machines Group

• United States
• Research
• 1 - 100 Employee

• Undergraduate Researcher

  • Mar 2020 - Mar 2022

  - Implemented state of the art deep learning models - Used SIFT and RANSAC to align camera footage for video stream pairing - Compared other previous SOTA models and visualized metrics - Published to ECCV 2022: Not Just Streaks: Towards Ground Truth for Single Image Deraining - Published to CVPR 2023: WeatherStream: Light Transport Automation of Single Image Deweathering - Implemented state of the art deep learning models - Used SIFT and RANSAC to align camera footage for video stream pairing - Compared other previous SOTA models and visualized metrics - Published to ECCV 2022: Not Just Streaks: Towards Ground Truth for Single Image Deraining - Published to CVPR 2023: WeatherStream: Light Transport Automation of Single Image Deweathering



Cepton

• United States
• Motor Vehicle Manufacturing
• 1 - 100 Employee

• Software Engineer Intern

  • Mar 2021 - Sep 2021

  - Implemented real time ground detection/lane detection using Python/C++; contributed to a 10x speed up - Improved the 3D rendering software by using TypeScript and WebGL and implementing intuitive screen controls - Utilized Python/C# to develop firmware/data collection tools - Implemented real time ground detection/lane detection using Python/C++; contributed to a 10x speed up - Improved the 3D rendering software by using TypeScript and WebGL and implementing intuitive screen controls - Utilized Python/C# to develop firmware/data collection tools



DIP Corporation (ディップ株式会社)

• Japan
• Facilities Services
• 1 - 100 Employee

• Data Science Intern

  • Sep 2020 - Mar 2021

  - Researched and implemented an NLP recommender system for Japanese job postings - Utilized seaborn package to visualize integral trends to non-technical team members - Created a forecasting model with the internal sales data using sklearn that achieved a 85% accuracy rate - Researched and implemented an NLP recommender system for Japanese job postings - Utilized seaborn package to visualize integral trends to non-technical team members - Created a forecasting model with the internal sales data using sklearn that achieved a 85% accuracy rate



ProGuides (acquired by Statespace)

• United States
• E-Learning Providers
• 1 - 100 Employee

• Software Engineering/ Data Analyst Intern

  • Jan 2019 - Sep 2019

  - Used Python/Selenium to construct test suites on web page inputs, scraped web pages for company research- Implemented A/B testing in order to statistically validate changes to the product websites

• Director Of Partnerships

  • Feb 2019 - Apr 2019

  - Contacted numerous colleges for partnership and create long term plans for symbiotic relations- Collaborated with more than 20 growing collegiate Esports organizations