SWE @ DS Platform, Klaviyo, Boston MA
June 2025 — present
Returning for full time this summer!
Salutations! I’m Andrew Li ,
I am a software engineer on the Data Science Platform team at Klaviyo. Have a glimpse of my day to day here.
Python
90%
Javascript
80%
HTML/CSS
70%
Java
60%
C/C++
55%
SQL
50%
Office 365 Suite
95%
Atlassian Suite
85%
Kubernetes
70%
Evidently
60%
Returning for full time this summer!
Pioneered Klaviyo’s first ML model monitoring pipeline using Evidently, handling division-wide alerting for production drift detection, scaling to 10+ models, and laying groundwork for future monitoring projects. Built an end-to-end batch monitoring job using Ray Serve, automating 100% of pipeline across several clusters. Processed model input and output data of 150,000+ businesses’ touchpoints to generate data drift reports in S3.
Unblocked 100% of automatic software testing for manually tested medical device by isolating hardware and virtualizing full system through Docker images. Delivered Pytest suites covering 60% of automatable test cases including UI touch tests through Squish framework. Generated Jenkins CI/CD pipeline for event segmentation for QA testing and nightly runs.
Selected to be a part of the first ever cybersecurity project within The Data Mine Corporate Partners cohort. Architected a third of core components in avionic digital twin to perform penetration testing and defense. See more in projects tab.
3.8 cGPA, early graduation. Relevant coursework- upper level algorithms, compilers, OS, databases, cloud computing, security, network programming. Relevant organizations- CASA, CAC Art & Tech, Boilermake, The Data Mine