Overview
Work History
Education
Skills
Certification
Timeline
Generic

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

WeChat

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, NY
05.2020

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

WeChat

Software Developer Intern
06.2018 - 08.2018

Bachelor of Science - Computer Science

Cornell University

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Caleb Mok