About

Work Experience

• Software Engineer II, 

  Feb, 2022 - Present

  • Transferred internally to help build out a new Machine Learning Pipelines product.

  • Improved product stability by fixing bugs and improving performance of the execution manager.

  • Developed an MVP, architected the design, and lead a product feature to integrate MLFlow for experiment management and model registry.

• Field Engineer, 

  Jan, 2021 - Feb, 20221 year 1 month

  • Managed 5 major customer accounts, held weekly meetings to resolve product issues and responded quickly to critical issues.

  • Built Docker images for customer uses and helped integrate third party tools such as TensorBoard, Dash, SmartSheet, etc.

  • Resolved numerous network related issues, eg. SSL Certificates, DNS Routing, Network Proxies.

  • Continuosly provided product feedback to the Engineering team based on personal experiences and customer feedback.

  • Built internal tools to ease product version migrations by automating 80% of manual work.

• Full-Stack Engineer / Software Data Engineer, 

  Jan, 2020 - Jan, 20211 year

  • Dockerized over 25 ML models, and integrated them into a continuous delivery pipeline for deploying to Kubernetes.

  • Provided technical support on calls with customers.

  • Taught other engineers best practices for Python and Git.

  • Built ETL pipelines capable of handling 25k+ images a day per client.

  • Created an automated system for scrubbing patient health information from dental x-rays.

  • Implemented a Python style guide, for automated formatting/linting/sorting.

  • Interviewed candidates and created/reviewed take-home tests for "ML Infrastructure Ops" and "DevSecOps" positions.

• Software Engineer, 

  Aug, 2018 - Jan, 20201 year 5 months

  • Slashed new hire on-boarding time 85% by containerizing both the front and back end applications, while ensuring the Jenkins pipeline built the latest branch for each image.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Reduced metric inconsistencies in the Git data processor by improving legacy code.

  • Supported software integration and implemented maintenance enhancements to bolster the product development cycle.

  • Improved system performance by making proactive adjustments and resolving bugs.

• Software Engineer Intern, 

  May, 2018 - Aug, 20183 months

  • Improved front end stability by designing and developing unit, integration, and regression tests.

  • Supported co-engineers by developing an internal tool for test data generation.

  • Spearhead new projects by creating proof of concept projects that demonstrated the core value of a potential new tool.

Skills

References