AI Governance team

• Led data and model understanding in order to infer metadata required for compliance projects, covering over 20,000 datasets and 3,000 models. This supports compliance projects such as DMA and the EU AI Act. Set and implemented a roadmap for a team of three.

• Worked cross functionally with the PM organization and legal team to develop and implement technical strategy for EU AI Act and GPAI model identification, implementing systems to automatically classify 80+% of models, and saving engineers hundreds of hours.

• Led the end-to-end cross-functional development of sensitive data detection pipeline for NAS files, cataloging and sampling hundreds of millions of files using Spark, SQL, and go cron jobs. Won quarterly spot bonus for collaboration.

Inference Platform Team (December 2021 - Present)

• Fulfilled support requests and built features for TensorFlow model training used by our company-wide machine learning platform.

• Migrated the cross-team TensorFlow layers library to keras. Built pytest regression tests and manually validated production model training workflows after migration.

• Led post mortem after a model performance regression and built regression testing for model quality across the ad-ranking team. Became owner of all integration testing for model training.

Creative Tools Ranking Team (June 2020 - December 2021)

• Designed and implemented the recommendation system from scratch for all Creative Tools, working with partner teams and running a roadmap for a team of two along with launching the initial product.

• Built data pipelines to generate lists of content candidates for retrieval using AirFlow.

Founded and grew the Jewish Employee Resource Group, running events and providing support to over 200 members.

Worked on the Snapchat Map backend, created a data pipeline using Spark and Scala for unsupervised clustering on user location data and created a service endpoint in Go to access analysis

REU Site for Machine Learning in Natural Language Processing and Computer Vision

NSF Funded Program; participated in research in image generation using convolutional neural networks; presented progress throughout the summer and wrote reports on work done

Graded Homework Assignments for Discrete Mathematics class