Writing

Notes from production AI

What actually happens when models leave the notebook — edge inference, agentic systems, voice latency budgets, and GenAI inside real enterprise constraints.

First piece is in progress. In the meantime, the article below is where a lot of this thinking started.

Published elsewhere

Bylines on other platforms.

LTIMindtree Tech BlogMost Viewed Q4 2023

Operationalizing Large Language Models using Snowflake and AWS SageMaker

A guide to operationalizing LLMs at scale — moving from notebook experiments to governed, monitored deployments on Snowflake and SageMaker.

November 1, 2023Read

Writing

Notes from production AI

What actually happens when models leave the notebook — edge inference, agentic systems, voice latency budgets, and GenAI inside real enterprise constraints.

First piece is in progress. In the meantime, the article below is where a lot of this thinking started.

Published elsewhere

Bylines on other platforms.

LTIMindtree Tech BlogMost Viewed Q4 2023

Operationalizing Large Language Models using Snowflake and AWS SageMaker

A guide to operationalizing LLMs at scale — moving from notebook experiments to governed, monitored deployments on Snowflake and SageMaker.

November 1, 2023Read

Notes from production AI

Published elsewhere

Operationalizing Large Language Models using Snowflake and AWS SageMaker

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Notes from production AI

Published elsewhere

Operationalizing Large Language Models using Snowflake and AWS SageMaker