Ing. Arch. Adam Zlámal

Research Interests

LLM-based coding agents for automating ML research workflows; multi-model consensus systems; automated literature review and taxonomy construction; agentic pipelines for experiment orchestration.

Education

• PhD in Computer Science2025 – present
  Faculty of Science, University of Ostrava · Czech Republic
  LLM-based agents for ML research automation
• PhD in Computer Science and Engineering2020 – 2022
  Faculty of Informatics, Brno University of Technology · Czech Republic
  Not completed
• Architect Engineer (MEng)2012 – 2014
  Faculty of Architecture, Brno University of Technology · Czech Republic
• Bachelor of Architecture2007 – 2012
  Faculty of Architecture, Czech Technical University · Prague

Professional Experience

• Architect / BIM Manager04/2019 – 08/2025
  SHAPE Architecture · Vancouver, Canada
• Data Scientist01/2019 – 03/2019
  EasyMarkit · Vancouver, Canada
• Architect10/2016 – 05/2018
  Grimwood Architecture · Vancouver, Canada
• Technical Designer11/2015 – 10/2016
  3D Services · Burnaby, Canada
• Intern Architect2011 – 2015
  Atelier Zlamal · Brno / Archimat · Prague

Skills & Training

Programming

Python, JavaScript

ML / AI

PyTorch, fast.ai, Anthropic SDK, OpenRouter, LLM agents, AsyncOpenAI

Tools

Git, Docker, Semantic Scholar API, Revit, BIM, AutoCAD