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Roman B. — Senior AI & Full Stack Engineer from Czechia

Roman B.

Senior AI & Full Stack Engineer

Czechia 6+ years
Open to offersNew to Platform
Languages
English
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About

Roman B. is an accomplished AI & Full Stack Engineer with over nine years of experience, expertly navigating the evolution from distributed systems and microservices to advanced LLM-centric, agent-based AI architectures. His specialty lies in designing robust conversational AI systems, including AI agents, voice interfaces, and RAG pipelines. Roman has a proven track record of building MCP-driven control planes for scalable AI infrastructures in cloud environments. Notably, at LingoOwl, he architected multi-agent orchestration layers that revolutionized platform automation, introducing autonomous goal-seeking agents and reducing post-editing requirements significantly. While at Trigent Software, he developed linguistic reasoning agents capable of cultural nuance adaptation. Roman's contributions include designing conversational AI that integrates LLM reasoning for enterprise workflows and orchestrating complex AI architectures with various agents for dynamic task execution. His technical prowess extends to programming languages such as Python and TypeScript, and domain expertise in AI & Machine Learning, including LangChain and OpenAI. With a solid educational foundation from Charles University, Roman continuously delivers explainable, cost-efficient AI systems.

Experience

  • AGENTIC PLATFORM ENGINEER

    LINGOOWL · 2026 — Present
    Developed agent workflows incorporating reflection and planning patterns while architecting an orchestration layer for autonomous agents.
  • AI ENGINEER & ARCHITECT

    TRIGENT SOFTWARE · 2024 — 2025
    Designed conversational AI agents integrating LLM reasoning and voice interfaces for multi-turn enterprise workflows. Contributed to RAG pipeline implementations utilizing vector databases and structured data for accurate AI responses.
  • AI & FULL STACK ENGINEER

    ONLINE SOLUTIONS GROUP GMBH · 2022 — 2024
    Architected multi-agent structures and implemented workflows that reduced post-editing needs. Focused on building systems for document understanding and semantic search employing LLMs.
  • FULL STACK ENGINEER (AI-FOCUSED)

    GIGANEO · 2017 — 2021
    Created API-driven AI services with a focus on prompt engineering and microservice development. Deployed cloud-hosted applications and established a robust observability framework for production operations.

Skills & Expertise

Education

  • Master's Degree in Artificial Intelligence
    Charles University · 2018 — 2020
  • Bachelor's Degree in Computer Science
    Charles University · 2013 — 2016