Most AI demos for finance look great until the numbers have to add up. A model that is 97% right on bank statements is still wrong on three lines out of a hundred, and in bookkeeping one wrong line me
AI automation, Claude agents & AWS | Solution architect
I build AI automation that businesses can trust with real work: finance and document workflows, Claude agents with approval gates and audit trails, and the AWS systems underneath. ~15 years building large systems, most recently as a solution architect and engineering manager on fraud-decisioning platforms at Capital One. Builder of FinMoment, an AI bookkeeping pipeline where nothing is guessed. Based in Hyderabad (IST).
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