Work & Projects

Selected projects and case studies

Live Projects

Escribano

Local-first work memory for AI agents — on-device inference, retrieval, and a native MCP interface. Built end-to-end, from macOS app to protocol.

AI Infrastructure MCP On-Device Inference MLX Local-First Swift Open Source
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Raus.cloud

Cut cloud costs 60% and eliminate vendor dependency. Infrastructure migration for European B2B SaaS.

Infrastructure Cloud Migration DevOps Terraform Docker
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Past Experiences

Agentic Architecture Advisory

Technical Advisor

2025 – Present Berlin, Germany

Advised an AI startup on agentic system architecture — orchestration, memory and retrieval boundaries, framework selection, and safe-action design.

Atmo.earth

Prospect Founding Engineer

Dec 2023 – Present Berlin, Germany

Startup dedicated to combating climate change through innovative carbon sequestration methods. Built MVP presented at Finovate London.

BCG Platinion

Lead Engineer

2018 – Present Berlin, Germany

Most senior engineer on concurrent client engagements across automotive, finance, and aerospace — from a C-suite demo that greenlit in-vehicle software investment to modernizing a legacy engineering org without attrition.

Kombo.dev

Staff Software Engineer

2024 – Present Berlin, Germany

Senior technical voice for a 15-engineer team at a YC-backed (W22) HR infrastructure startup. Scoped and delivered a full GCP modernization in one quarter — ~40% infra cost reduction, zero downtime.

Trawa.de

Backend Team Consultant

2025 – Present Berlin, Germany

Growth startup solving green energy provision. Focused on backend team bootstrapping, architectural cleanup, and cross-team alignment.

Unity Technologies

Senior Software Engineer (Level 6)

2021 – Present Berlin, Germany

Tech lead for API gateway and service-mesh platform serving ~1B requests/month across 20+ product teams. Led the Kong/Gloo/Istio evaluation, chose open over a €300k/year vendor, and made SLOs self-service for every team.