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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.

Location Closter, NJ · New York Metro Joined Joined on  Personal website https://ambharii.com github website

Education

Stanford University · BITS Pilani

Pronouns

He/Him

Work

Head of Engineering & Product · Duke Energy

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

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

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

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

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

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

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

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

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

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

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

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

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1 min read
OpenTelemetry Traces Your LLM. It Does Not Fix It.

OpenTelemetry Traces Your LLM. It Does Not Fix It.

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3 min read
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