Sam Randall
Let\'s talk about the inference latency and energy usage of AI/ML systems
- Role
- Founder at Prime Health
- Location
- Menlo Park, CA, US
- LinkedIn followers
- 500 followers
About Sam Randall
I am a mathematical engineer. I design, build and optimize ML/AI systems where systems…
Experience
Founder
Aug 2025 — Present
Delivering a classification model latency solution for safety-critical use cases in the robotics space.I develop an optimization package that analyzes a target dataset and a model and engineers short-circuit rules to make the machine learning model make inferences faster with fewer FLOPS -> reducing energy usage, latency -> which has downstream impacts on hardware costs, throughput, safety, UX etc.
Education
Amherst Regional High School
High School
2011 — 2015
The Johns Hopkins University
Bachelor’s Degree
2015 — 2019
Amherst College
High School
2014 — 2015
Stanford University
Master of Science - MS
2020 — 2022
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