I am an AI Systems Architect and Agentic Engineer specializing in designing and deploying end-to-end autonomous agent workflows, deterministic business guardrails, and scalable process automations.
Certified by Google & SGH Warsaw School of Economics (Umiejętności Jutra), I bridge the gap between high-level business strategy and cutting-edge artificial intelligence implementations. Rather than relying on slow, legacy development cycles, I architect production-ready multi-agent systems in Python, integrating state-of-the-art LLMs, function calling, tool use, memory stores, and robust API layers (REST / GraphQL / Async Webhooks).
Key Domains of Expertise:
• Multi-Agent Systems & Orchestration: Designing collaborative sub-agents with strict scope boundaries, memory hierarchies, and automated feedback loops.
• Business Process Automation: Eliminating operational friction by connecting AI models with CRMs (Twenty CRM, PostgreSQL), messaging pipelines, and database layers.
• Rapid MVP & Architecture Prototyping: Delivering functional, observable prototypes in days, complete with antyspam-safe communication engines and deterministic guardrails.
• Client-Centric Engineering: Combining deep marketing & sales psychology with robust technical architecture to solve real-world ROI bottlenecks.
Available for high-impact remote B2B contracts, fractional architect roles, and technical mentoring in Agentic AI.
Designed and built AI agent workflows and process automations using Python, LLM tools, APIs, CRM integrations and retrieval-augmented generation. Developed guardrails for business and legal information workflows and delivered web and automation projects using Cloudflare infrastructure.
Advised small and medium-sized businesses on digital transformation, CRM implementation and process optimization. Designed communication workflows and reporting dashboards, and completed the Google & SGH Warsaw School of Economics “Umiejętności Jutra” program.
Umiejętności Jutra (Skills of Tomorrow) Certified Professional, Digital Transformation, Cloud & AI Fundamentals
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