Sergey Ermolin

Principal Genai Solutions Architect, Generative Ai Acceleration Team, Strategic Accounts @Amazon Web Services (AWS)

San Francisco, CA, US

Formulated and implemented GenAI technical strategy across multiple strategic accounts. Mapped customer use-cases to GenAI-based architectural solutions, recommended the most performant and scalable GenAI training and inference hosting solutions; Led the development and implementation of LLM benchmarking methodologies for accuracy and performance. Forged cross-organizational relationships with Engineering, Sales, and BizDev to address AIML and GenAI customer needs. Formed cross-functional teams to build GenAI prototypes, demos, proof-of-concept and benchmarking projects. Adapted open-source Open-LLaMa and Mosaic MPT LLMs to run on AWS compute infrastructure. Enabled customers to implement GenAI chatbots, text summarization, and AI-based productivity improvement solutions driving multi-million AWS revenue opportunities. Drove security improvements of Amazon Bedrock and SageMaker Jumpstart GenAI services for approval by customer’s InfoSec. This accelerated AWS service adoption and pulled in GenAI revenue by two months.

Stanford University

MSCS Graduate Certificate:, Machine Learning, Mining Massive DataSets

California State University, Sacramento

BSME/Physics, Material Science

National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)

BS, Physics/Material Science

Stanford University

MSEE, Communications and VLSI design