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Anil Prasad

28 years building production AI/ML at Fortune 100 scale. Founder @AmbhariiLabs. Head of Engineering & Product @DukeEnergy. I write about what actually breaks in regulated AI deployments.

Closter, NJ · New York Metro Joined on Mar 25, 2026 https://ambharii.com

Education

Stanford University · BITS Pilani

Pronouns

He/Him

Work

Head of Engineering & Product · Duke Energy

Apr 10

I Built 11 Autonomous Agents for Healthcare Revenue Cycle. Here Is the Full Architecture.

#ai #python #machinelearning #healthcare

9 min read

Apr 8

Building Multi-Agent Systems That Don't Collapse in Production

#ai #agentaichallenge #machinelearning #powerplatform

5 min read

Apr 7

How I Built a Self-Correcting Multi-Agent System for Healthcare - and Why Standard ML Metrics Failed Me

#ai #python #machinelearning #healthcare

9 min read

Apr 4

78% of PyTorch Models Never Reach Production. I Built the Fix.

#pytorch #mlops #opensource #python

6 min read

Apr 2

I open sourced a production MLOps pipeline. Here is what it took to get it to PyPI and Hugging Face in one day.

#mlops #python #opensource #machinelearning

4 min read

Mar 28

argus-llm is now on PyPI — production LLM observability in one pip install

#llm #ai #machinelearning #aiobservability

1 min read

Mar 25

OpenTelemetry Traces Your LLM. It Does Not Fix It.

#llm #observability #opensource #ai

3 min read

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