@sumandebnath

Suman Debnath

@sumandebnathPune, IndiaJoined September 2026

Senior brand marketing manager and AI-native product builder.

About

Suman Debnath — Senior Brand Marketing Manager and AI-native product builder, based between Pune and Kolkata, India. Creator of ROASmind, IMPRINT, LEGATUS, CITE, EMBER and D-PE.ai, of the PentaCMD-47M language model, and founder of House of Namus.

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Consulting, Full-time Hire, Freelance Work, Projects.

Suman Debnath's blogs

Suman Debnath - Notebooksumandebnath.hashnode.dev2 posts

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This is great. A way to reliably check the fallback rate over time will help finding efficiency of the fallback chain and also will help in future to determine wheather or not the chain needs changes or not.

ReplyArticle3d agoThe AI agent cost guides say $200 a month. Mine has cost $5.

Suman Debnath

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Suman Debnath

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