Ashwin is a staff engineer at Mongoose, where he builds production LLM systems for document understanding and information extraction. Before that he was an early engineer at Eikon (AI/biotech company founded by a Nobel laureate that recently IPO’d) doing ML model development, ML infrastructure and data engineering at scale.
He writes about:
Machine Learning and Applied machine learning
Software development
Management and leadership
In his free time he enjoys climbing, running, painting, and writing.
Engineer | Dog Dad
Ashwin’s Values
Impact
Honest Communication
Growth
Thoughtfulness
Ashwin’s Blog
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