Pavel Krieger — Founder & Developer
Full-Stack & AI Automation Architect with experience designing and shipping production AI services for Web and BI systems. Work spans data workflows, model integration into products, and end-to-end system architecture. The manufacturing tools on this site are built for practical procurement and engineering tasks: comparing two versions of a BOM, enriching component data, checking datasheets before an RFQ, merging spreadsheets into one prepared table, turning Excel data into periodic reports, and building purchasing analytics in Power BI.
Technology stack
Python; TypeScript/Node.js/Next.js; SQL, PostgreSQL/Supabase; REST/GraphQL APIs; AWS & Google Cloud; Docker & CI/CD; Power BI; ML/LLM tooling (inference, retrieval, evaluation).
Key expertise
- Architecture and development of AI-powered web and BI services
- End-to-end data workflows: ingestion, normalization, validation, governance, delivery
- LLM-based applications for search, enrichment, classification, and decision support
- Productionization: testing, monitoring/observability, quality metrics, reliability
- Database engineering for analytics and operations (schema design, performance)
- Systems integration via APIs and event-driven patterns
Other products by acty.dev
Tools & systems
Ready-made tools and systems built by acty.dev sit alongside custom development. The catalog lists them; where a tool has a live version, its page links straight to it. CraftedTerms is a separate document-preparation SaaS with its own public site.
How to work with acty.dev
Every engagement starts from a task review and runs through discovery, build, deploy, and support against an agreed scope. For personal contact with Pavel, the fastest start is a short message describing the work and the outcome you need: pavelacty.dev.
Explore
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