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Jarosław KoziołJK
Open to opportunities

Jarosław Kozioł

@jaroslawkoziol

AI Evaluation Specialist bridging architecture expertise with reliable LLM evaluation and BIM workflows.

Poland
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What I'm looking for

I’m looking to continue bridging AI with real architecture practice—building reliable evaluation rubrics, improving AI assessment workflows, and contributing to products where spatial reasoning and technical QA directly shape outcomes.

I’m an AI Evaluation Specialist (Manager) focused on making architecture-centered AI outputs consistent, accurate, and usable. After being promoted to manager within six weeks at Micro1, I designed evaluation rubrics, reviewed prompts and AI-generated architectural responses, and validated reasoning quality through technical QA and spatial reasoning checks.

I also bring real-world architectural depth through my own practice, Vertical Design Studio. I lead end-to-end delivery—producing permit-ready, code-compliant documentation that brought 21 residential house designs (and 8 mirrored variants) to commercial release, while also delivering 29 interior design projects from concept through material and lighting specification.

My work bridges BIM and visualization: I support AI workflows with BlenderBIM (Bonsai) outputs and use Archicad-based BIM workflows, alongside ArchViz (interior/exterior/product) rendering and animation. I’m driven by structured evaluation methodology paired with spatial reasoning, and I’m energized by improving assessment approaches through hands-on iteration and contributor management.

Experience

Work history, roles, and key accomplishments

MI
Current

AI Evaluation Specialist

Micro1

Apr 2025 - Present (1 year 3 months)

Designed and refined evaluation rubrics for architecture-focused AI tasks to improve consistency across a contributor team. Reviewed and validated AI-generated architectural responses for spatial reasoning, layout consistency, and technical accuracy, and managed/coached AI contributors to maintain quality standards.

DR
Current

Architect

Drewnex

Oct 2024 - Present (1 year 9 months)

Developed architectural concepts and permit-ready construction documentation for commercial house collections. Completed residential house designs and mirrored variants released commercially through Extradom, Murator Projekty, and Tooba.

Vertical Design Studio logoVS
Current

Founder & Lead Architect

Vertical Design Studio

Sep 2021 - Present (4 years 10 months)

Led architectural projects end to end, from concept development through construction documentation and client handover. Designed modular and tiny-home concepts in partnership with manufacturers and produced architectural visualizations, animations, and marketing materials while managing business development and client relationships.

AC
Current

Architectural Visualization Specialist

Aurora Company

Jan 2021 - Present (5 years 6 months)

Produced the majority of architectural and interior visualization output, including 3D floor plans and technical presentation materials. Created marketing animations and photorealistic renders to support product catalog and promotional campaigns.

MI

Blender / Bonsai BIM Expert

Micro1

Mar 2025 - Apr 2025 (1 month)

Evaluated AI-generated BIM workflows and architectural models for spatial and technical correctness. Reviewed and documented BlenderBIM (Bonsai) outputs to support AI evaluation and training tasks.

Education

Degrees, certifications, and relevant coursework

AT

Academy of Applied Sciences in Nowy Targ

Master of Science in Architecture and Urban Planning, Architecture and Urban Planning

2014 - 2020

Completed an integrated 5-year Master of Science program in Architecture and Urban Planning at the Academy of Applied Sciences in Nowy Targ from 2014 to 2020.

Tech stack

Software and tools used professionally

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