# Jasmine Ou

> Software Engineer @ Meta

Location: San Francisco, California, United States
Profile: https://flows.cv/jasmineou

## Work Experience
### Software Engineer @ Meta
Jan 2022 – Present

### Machine Learning Software Engineer @ SBX Robotics
Jan 2021 – Jan 2021 | Toronto, Ontario, Canada
• Refined the computer vision system using Python by supporting the hybrid training of Mask RCNN-based models in AWS Batch with synthetic and real images for a 25% lift in f1 score
• Designed and implemented an ML dashboard from scratch using JavaScript, GraphQL and S3 in Retools to streamline the analysis of datasets, checkpoint inferences and metrics
• Built a GraphQL API by setting up an EC2 instance with a Flask endpoint and fetching training run data from DocumentDB for an efficient command-line to web tooling migration

### Software Engineering Intern @ Oculus VR
Jan 2021 – Jan 2021 | Menlo Park, California, United States
• Improved the ranking model through feature engineering which contributed to a 6.8% increase in Oculus TV watch times
• Built out image and text embedding features with PHP and Python for 3D videos in VR using computer vision and NLP services
• Improved ML infrastructure with C++ by adding a configuration based universal value model to save ~6 hours from model experimentation and deployment

### Software Engineering Intern @ Google
Jan 2020 – Jan 2020 | Mountain View, California, United States
• Improved the image quality of TV and movie knowledge cards by enhancing the image pipeline using C++ and Flume, impacting 1.63% of search queries for the “en-US” locale
• Added an image fallback mechanism with C++ to reduce each request’s image configuration size by 6.5x and to preserve image consistency across platforms

### Software Engineering Intern @ Google
Jan 2019 – Jan 2019 | Mountain View, California, United States
• Enhanced smart suggestions on the Advertiser Platform’s Audience Picker with Java and Dart to improve machine learning models for better tailored audiences

### Software Developer @ Vouchr
Jan 2019 – Jan 2019 | Toronto, Canada Area
• Developed dynamic previews, drag and drop reordering and streamlined batch file uploads with Java and React to enhance dashboard usability

### Software Engineer Intern @ DMTI Spatial
Jan 2018 – Jan 2018 | Richmond Hill, Ontario, Canada
• Developed dynamic previews, drag and drop reordering and streamlined batch file uploads with Java and React to enhance dashboard usability

### Photographer and Visual Image Editor @ CTG Brands Inc.
Jan 2017 – Jan 2017 | Ontario, Canada

### Piano Teacher @ Unknown
Jan 2015 – Jan 2017 | Toronto, Canada


## Education
### Bachelor of Software Engineering in Software Engineering
University of Waterloo


## Contact & Social
- LinkedIn: https://linkedin.com/in/jasmine-ou
- Portfolio: https://meaningfulnonsense.ca
- Portfolio: https://jasmineouo.github.io

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Source: https://flows.cv/jasmineou
JSON Resume: https://flows.cv/jasmineou/resume.json
Last updated: 2026-03-29