Agent orchestration dashboard rendering tool-call traces

Hiring brief · AI & Agents

Shipping agentic systems in production — not slide-ware.

AI Product Lead · Agentic Systems Architect · Applied LLM Engineer

Building production-grade agent platforms, retrieval and tool-use pipelines, and LLM-enabled geospatial intelligence — from Clow.studio's nine-agent back office to EO/Galileo copilots at GeoVille.

Request a conversation Print CV Download PDF LinkedIn

Agents in production inside Clow.studio's back office

Agent platforms designed — Clow, EvoForge, DeepTechX

Generations of orchestration genome evolved — v1.0 → EvoForge

Emerging-tech stacks with production proofs of concept

Use this brief when hiring

AI Product Lead / Head of AI
Agentic Systems Architect
Applied LLM Engineer
AI Programme / Deep-Tech Partnerships Lead
AI x Space / Geospatial Intelligence Lead

Why this is a clear choice

Operates agents as products, not prompts — Clow.studio runs a nine-agent back office covering marketing, legal, ops, finance and research, pricing on real workloads.
Builds AI into regulated verticals: EO and Galileo copilots at GeoVille, LLM evaluation discipline from EvoForge's EvolvedSkillOpt lineage (population dynamics, GRPO, Q-gate).
Writes the longer arc too — publishes on deep-tech funding, agent platforms, and the operator's view of applied AI from Desired Solutions.

Selected experience

The roles that prove the mandate.

Aug 2025 – Present · Austria
Business Innovation Manager — AI & Space Tech
GeoVille Information Systems GmbH
- Lead AI, GeoAI and LLM-enabled geospatial intelligence proposals and integrations for ESA and EU-funded programmes.
- Translate EO and Galileo pipelines into agent and copilot form factors; wire retrieval, tools and evaluation into service offerings.
- Build partnerships that pair European AI infrastructure with the EO/GNSS data layer the US cannot source cheaply.
2023 – Present · Sweden · Austria
Founder — Agentic AI studio
Desired Solutions / Clow.studio / DeepTechX
- Shipped Clow.studio: nine agents handling marketing, legal, ops, finance and research for solo experts and small firms.
- Shipped DeepTechX: complex-systems analysis and agent-economy front door, same stack wired for deep-tech operators.
- R&D venture EvoForge: evolutionary agent platform fusing Agno + SuperAGI with matrix-think, GRPO and a circuit breaker.
Dec 2020 – Jun 2025 · Czech Republic
Space Downstream Innovation Consultant — Emerging Tech & AI
EUSPA
- Jury and technical evaluator for AI-adjacent space ventures across CASSINI — LLM applications, GeoAI, autonomous systems.
- Keynoted on satellite-data synergy with AI, quantum, blockchain and gaming across EU, UK and US venues.
- 200+ hours mentoring founders on model architecture, data strategy and TRL advancement.
2017 – 2018 · Belgium
Google Cloud Learning Services Lead (EMEA)
Google
- Rolled out ML and Cloud training across EMEA markets; sized curriculum for enterprise and public-sector deployment.
- Built the operator playbook for taking a global AI platform into a federated European market.

Featured work

Proof, not adjectives.

Desired Solutions · 2024 – Present

Clow.studio — nine agents in production

Designed and shipped the agent back office — marketing, legal, ops, finance, research — on a shared memory and tool layer. Priced on real workloads; operators ship products instead of paperwork.

Agent orchestration

LLM tools

RAG

Multi-agent

Desired Solutions · 2024 – Present

EvoForge — self-evolving agent platform (R&D)

Evolutionary fusion of Agno and SuperAGI with EvolvedSkillOpt: population dynamics, GRPO mutations, Q-gate, circuit breaker. Five generations of orchestration genome from v1.0 to Forge.

Agent platform

Evolutionary ML

Agno

SuperAGI

GeoVille Information Systems · 2025 – Present

LLM-enabled EO / Galileo copilots

Wrapping Earth Observation and GNSS pipelines in agent interfaces for commercial and ESA-programme offerings. GeoAI retrieval, tool-use over Copernicus / Galileo, evaluation harness tied to real downstream tasks.

GeoAI

LLM

Copernicus

Galileo

Competencies

AI & agents

Agent orchestration
Multi-agent systems
RAG & retrieval
Tool use
LLM evaluation
Prompt & context design
Evolutionary / population-based optimization

AI product & platform

Agentic product design
Human-in-the-loop
Observability (OpenTelemetry)
Agent governance
Vector stores
API & SSE / WebSocket interfaces

Applied verticals

GeoAI & Earth Observation
GNSS & Galileo
Deep-tech BD
Space downstream
Blockchain / DLT literacy
Quantum literacy

Operating

Programme ownership
Technical proposal writing
Founder coaching
Partner & LP relationships
Cross-border teams

Education

MA Engineering Physics & Nuclear
ISIB, Haute École Bruxelles-Brabant, Belgium · 2009–2011
BA Engineering Technology
ISIB, Haute École Bruxelles-Brabant, Belgium · 2005–2009

Further study

Complex Adaptive Systems (Chalmers) · Management (ICHEC Brussels) · Quantum Computing (Coursera) · The Blockchain (UC Irvine) · Neural Networks & Deep Learning (DeepLearning.AI) · Google Cloud ML · Data Science (Johns Hopkins) · Agile / Scrum · Six Sigma Green Belt · IELTS C1

Fluent in French, English, and Swedish. Works across five languages and three continents.

Ready to staff this mandate?

A human replies. Agents may help scope — they do not send the yes.

Send the brief Print CV Download PDF

Also: BD & Space Tech Also: Tech & Product Also: Startup Innovation Also: Space Engineering