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Code Story
Code Story is a podcast featuring founders, tech leaders, CTO's, CEO's, and software architects, reflecting on their human story in creating world changing, disruptive digital products.
stacklist.com/codestory
Code Story is a podcast featuring founders, tech leaders, CTO's, CEO's, and software architects, reflecting on their human story in creating world changing, disruptive digital products.
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Beyond Bots: Ilia Zintchenko on Transaction Classification AI (Ntropy)
Code Story podcast features a special episode with Ilia Zintchenko, CTO and Co-founder of Ntropy, discussing their LLM stack, reliability optimization, and the use of small and large language models for financial data standardization. The conversation covers system costs, data sources, predictive vs generative learning, and the real impact of AI on financial services.
Built for AI agentsACO · 480 tokens
Summary
Code Story podcast features a special episode with Ilia Zintchenko, CTO and Co-founder of Ntropy, discussing their LLM stack, reliability optimization, and the use of small and large language models for financial data standardization. The conversation covers system costs, data sources, predictive vs generative learning, and the real impact of AI on financial services.
Tags
llm · financial-data · ai · startup · podcast · fintech · data-enrichment
Key entities
Ilia Zintchenko (person, 0.99) · Ntropy (organization, 0.99) · Code Story Podcast - Beyond Bots (event, 0.95) · LLM (technology, 0.95) · financial data standardization (concept, 0.9) · predictive vs generative learning (concept, 0.85) · Nare (person, 0.7)
Classification
transcript · language en · status final
Provenance
claude-opus-4-6 via @stacklist/mcp-server@2.0.0, confidence 0.85, 24 Jul 2026