Aug 2024 - Current
Current
Machine Learning Engineer
Alto Pharmacy
Impact notes
- 100K+ Kafka messages/day
- 40% peak lag reduction
- 90%+ fewer deployment flakes
- 5x Kubeflow cost reduction
- 2,000+ prescriptions/month automated
Experience
Career
Production ML, data infrastructure, and research engineering.
Jul 2023 - Aug 2024
Software Engineer - Supply Chain
Alto Pharmacy
Impact notes
- 30% OOS rate decrease
- 50k+ daily transactions
- 10+ engineering hours saved weekly
Sep 2021 - May 2023
Graduate Research Assistant
AIFARMS
Impact notes
- 30+ TB swine video
- 94% MRI mean IoU
- Open-source AVAT annotation tool
Jan 2022 - Aug 2022
Software Engineering Intern
Walrus Security
Impact notes
- 30,000+ synthetic deepfake videos
- 70% DFDC detection rate
- 80%+ lower false positives
Education
Masters of Science - Computer Science
Aug 2021 - May 2023University of Illinois - Urbana Champaign
Bachelors of Science - Computer Science
Aug 2017 - May 2021University of Illinois - Urbana Champaign
Publications
PigBET: A 2.5D deep learning segmentation framework for multimodal and longitudinal domestic pig MRI utilizing ImageNet pre-trained encoders
Feeding style alters the growth and behavior of artificially-reared pigs