Portfolio

Case Studies

Internal prototypes and client projects that demonstrate how RAG-powered systems solve real problems for SaaS companies.

Internal PrototypeMarketing SaaS

RAG Copy Generation Assistant

An API-first copy generation service that produces platform-specific ad variations with persuasion scoring — built on synthetic campaign data to demonstrate what we can ship for real marketing SaaS teams.

3variants per request

80–85%first-attempt accuracy

10–20send-to-end latency

FastAPILangChainpgvectorOpenAI

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