Experience

small wins compound. here are the signals behind my work across ai, fintech, e-commerce, iot, pharma tech, and education.

shipped enterprise graphrag systems for regulated pharma with full audit-trail compliance productionized agentic document-extraction with human-in-the-loop validation built mixture-of-experts agent orchestration for validated regulatory documents architected llm evaluation suites, guardrails, prompt versioning, and traceability for fda environments designed context-engineering and memory architecture for ai-driven sms product built persistent memory layers for emotionally aware ai conversations with long-term personality consistency conceived, built, and launched profunc — a diagnostic layer for software development turned python function profiling into a one-click ide workflow led go and graphql backend development for core banking and fintech platform built financial reconciliation and regulatory compliance reporting systems provisioned production aws infrastructure with cdk, ecs, and fargate modernized commerce apps from react/redux to next.js built scalable e-commerce with wallet and payment gateway integrations owned full product lifecycle from ideation to publishing to iteration communicated complex ai trade-offs to non-technical pharma stakeholders earlier roles included cto, mobile app lead, and android engineer started building software professionally in 2016