Aman SinghI build LLM systems from training and inference to secure, reliable deployment.

Experience

1. 

   Founding Engineer

   Noah Labs

   May 2026 – Present

   Streaming tool callsBounded concurrencyApproval gatesRust sandboxing
2. 

   Graduate Researcher

   MPS Lab at Arizona State University

   Mar 2024 – May 2026

   <10 ms GPU inference92.55% CIFAR-100 accuracyESWEEK 2026 (accepted)
3. 

   Software Development Engineer

   Amazon

   Jun 2022 – Mar 2023

   30% lower operating cost1.8× peak traffic60% fewer incidents

Education

1. 

   M.S., Computer Engineering

   Arizona State University

   Jan 2024 – May 2026

   Thesis: Viyog: Separating Adversarial and Out-of-Distribution — accepted at ESWEEK CODES 2026. Research focused on robust ML, GPU inference, and reliable AI systems.

2. 

   B.Tech, Electrical and Electronics Engineering

   National Institute of Technology Karnataka

   2018 – 2022

   Undergraduate engineering degree. Competed in powerlifting at Inter-NIT 2019 and 2020; member of the Flying and Robotics Club.