Tom Lynch is an entrepreneur and systems engineer with eight years of experience building large-scale server infrastructure for training massive ML models, specializing in cloud/on-prem hybrid compute and optimizing GPU spot-instance workloads. As founder of Edapt Schools and owner of Actual Computer, Inc., he has taken products from bootstrap to profitable operation while leading full-stack development and infrastructure design. He blends hands-on implementation—designing resilient compute clusters and cost-efficient training pipelines—with a founder's eye for product-market fit and operational scalability. Based in New York, he has experience founding and scaling early-stage engineering teams, including a founding engineer role at NewAtlantis Labs. Tom's uncommon strength lies in marrying business acumen from a business administration background with deep technical know-how to deliver practical, production-ready ML compute platforms.
8 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Business Administration and Management, General, Bachelor's degree, Business Administration and Management, General at Loyola Marymount University
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