2025 to now
AI evaluation
I build repeatable software tests, graders, and infrastructure tasks at Snorkel AI.
About me
I work best on difficult systems with real users.
I am Mel. I work on AI evaluation, identity, data systems, and cloud infrastructure. I help teams find the cause of a problem and ship a reliable fix.
Working principles
- 01Make the failure mode visible.
- 02Prefer reproducible evidence over confident guesses.
- 03Leave the system easier to operate than I found it.
Background
2023 to 2025
Identity and access management
I built identity migrations, Snowflake connectors, production diagnostics, and test systems at Trivir.
2022 to 2023
Azure cloud and developer tools
I completed two Microsoft internships. I worked on HPC data, access reviews, and operational dashboards.
2019 to 2023
Applied mathematics and computer science
I studied at the University of Utah. I focused on problems where the model and the code must agree.
A personal build