Polat Akbiyik

About

Full-stack builder with strong product and AI systems ownership, spanning data infrastructure, React/TypeScript apps, and LLM-powered agents. Particularly notable for building a crypto analytics MVP with catalog-driven ETL, config-based charting, and AI-generated dashboards, plus an options-strategy agent and an ops automation tool that cut a 10-minute workflow down to 10 seconds.

Key Strengths

• End-to-end product ownership across frontend, backend, data, and AI
• Built a production crypto data platform ingesting multi-provider data for hundreds of tokens and 1k+ metrics
• Designed flexible catalog-driven ETL architecture with custom parsers and no-schema-change metric onboarding
• Created config-driven charting system supporting 100+ chart types in a generic widget
• Shipped AI agent that maps natural language questions to metrics, charts, and dashboards
• Strong backend-driven UI architecture for complex options strategy workflows
• Applied NLP cosine similarity to materially improve strategy recommendation quality
• Hands-on production AI evaluation through adversarial testing, bug analysis, and prompt/tool iteration
• Pragmatic architectural judgment balancing redundancy vs maintainability
• Delivered ops automation that reduced a 10-minute manual workflow to 10 seconds
• Generated measurable operational impact, saving users 10-20 minutes daily and up to 2 hours/day in peak season
• Fast zero-to-one execution in startup environment with close founder collaboration

Experience

Education

Skills

Languages