Thomas Millar Email & Phone Number

San Francisco, Ca, Us

New York, Ny, Us

Augmenting doctors with AI & Machine Learning to improve clinical outcomes and efficiency

San Francisco, Ca, Us

San Francisco, Ca, Us

Ran a team to rapidly expand our algorithmic surface area deploying 30+ models into new facets of the business in a 3.5 year period. This team leveraged the investments made in the data platform from my previous role

San Francisco, Ca, Us

Designed the data platform & infrastructure to enable data scientists do research and deploy models to power the business. The platform at it's peak supported 150 data scientists and 80+ separate models and data products.https://algorithms-tour.stitchfix.comThis involved:- S3-based Hive data warehouse- Spark + Trino data processing- Custom ETL & Model training framework - Model Inference deployment framework- Streaming featurization framework- Experimentation platform- Observability tooling- Analytical dashboarding tools

Worked with Java, Ruby, Python, and Javascript to make Data Science using Hadoop and Apache Pig as easy as launching a Rails app on Heroku. In my time at Mortar I worked on a recommender for GitHub, added Jython UDFs to Apache Pig, contributed to Netflix’s Lipstick (the hadoop job visualizer), and most notably designed and built Watchtower.

Toronto, Ontario, Ca

During my two years with CUTC, I was responsible for creating and procuring all the technology for a 600 person conference running simultaneously in Vancouver and Toronto. This involved managing a team of 8 to create and design a website, registration system, and iPhone and Android companion apps.

Worked with various Microsoft technologies to a build 3D visualiza- tion of warehouse pallet loading. The software was used to help visualize a stacking algorithm for automated out-bound shipping. The project was part of a feasibility study that led to a multi-million dollar project and a patent.