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Dhrubojyoti Gangopadhyay profile picture

Dhrubojyoti Gangopadhyay

Forward deployed & applied AI engineer. Built Sahkarmi, an open-source desktop AI coworker with human approval gates. 16 yrs running the operations I now automate.

Location Kolkata, India Joined Joined on  Personal website https://www.dhrubo.shop github website

Education

MBA, University of Kalyani (2005 to 2007)

Work

Forward Deployed AI Engineer; Founder at Dhrubo AI Studio

Everyone knew why the AI went down. The status page did not.
dhrubojyoti profile

Everyone knew why the AI went down. The status page did not.

#ai #devops #reliability #programming
Comments
4 min read
You fine-tuned at full precision. You serve in FP8. Those were two different models.
dhrubojyoti profile

You fine-tuned at full precision. You serve in FP8. Those were two different models.

#ai #machinelearning #llmops #programming
Comments
3 min read
A point release halved your KV cache memory. You did not choose that trade.
dhrubojyoti profile

A point release halved your KV cache memory. You did not choose that trade.

#ai #llmops #devops #programming
1
Comments 2
4 min read
The human clicked Approve. The agent applied it to a different question.
dhrubojyoti profile

The human clicked Approve. The agent applied it to a different question.

#ai #agents #llm #programming
Comments 1
3 min read
The model said no. Your retry loop asked four more times.
dhrubojyoti profile

The model said no. Your retry loop asked four more times.

#ai #agents #llm #programming
Comments
3 min read
A human was about to approve the payment. Then your context compaction ran.
dhrubojyoti profile

A human was about to approve the payment. Then your context compaction ran.

#ai #agents #llm #programming
2
Comments 3
3 min read
Hybrid retrieval with reciprocal rank fusion: notes from a RAG prototype
dhrubojyoti profile

Hybrid retrieval with reciprocal rank fusion: notes from a RAG prototype

#ai #machinelearning #python #llm
Comments
3 min read
What a forward deployed AI engineer actually does
dhrubojyoti profile

What a forward deployed AI engineer actually does

#ai #career #productivity #webdev
Comments 1
3 min read
Approval gates for AI agents: how Sahkarmi decides what a coworker may do
dhrubojyoti profile

Approval gates for AI agents: how Sahkarmi decides what a coworker may do

#ai #opensource #typescript #security
Comments
4 min read
Why We Built Sahkarmi: The Open-Source AI Coworker That Never Acts Without Your Approval
dhrubojyoti profile

Why We Built Sahkarmi: The Open-Source AI Coworker That Never Acts Without Your Approval

#showdev #opensource #ai #agents
Comments
3 min read
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