Caleb Mok
New York,,US
Overview
6
6
years of professional experience
1
1
Certification
Work History
Capital One
Senior Associate Software Engineer
08.2020 - 08.2024
- Decreased Large Language Model prediction time by over a factor of 100 using AWS SageMaker to facilitate processing 70+ million accounts daily
- Co-authored a research paper on differences between faithfulness metrics for machine learning models that got accepted to NeurIPS XAIA 2023
- Developed and supported an internal package to explain and monitor machine learning models
- Fine-tuned a Large Language Model with several million parameters
- Tested and proved resiliency within the financial ledger architecture
Capital One
Software Engineer Intern
06.2019 - 08.2019
Software Developer Intern
06.2018 - 08.2018
- Trained an image recognition model to distinguish between different brands for a marketing campaign demo
- Created a RESTful back-end API using Flask to communicate with regular WeChat users
- Streamlined project to deploy on any operating system through Docker
- Presented weekly on topics such as common data collection problems and solutions and how to create similar machine learning projects
Education
Bachelor of Science - Computer Science
Cornell University
Ithaca, NY05.2020
Skills
- Python
- AWS
- SQL
- Scala
Certification
- AWS Certified Cloud Practitioner
Timeline
Capital One
Senior Associate Software Engineer
08.2020 - 08.2024
Capital One
Software Engineer Intern
06.2019 - 08.2019
Software Developer Intern
06.2018 - 08.2018
Bachelor of Science - Computer Science
Cornell University