Founder, 4M Labs | Autonomous Systems Engineer
I design and build autonomous AI systems.
My work focuses on multi-agent architectures, applied LLM infrastructure, and production-ready AI orchestration.
I care about systems that run continuously, make decisions, and operate with minimal human intervention.
AI development studio focused on:
- Multi-agent orchestration frameworks
- Persistent memory systems
- Long-running autonomous agents
- Applied reinforcement learning loops
- Production deployment of LLM systems
Research → Architecture → Deployment.
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Multi-Agent Architectures
Orchestrator / Director / Executor patterns
LangGraph, structured tool-calling, modular design -
LLM Systems Engineering
RAG pipelines, memory layers, fine-tuning, quantization
Efficient inference and local model deployment -
Autonomous Infrastructure
Long-running agents, evaluation loops, self-improving pipelines
Agent memory, state tracking, and system observability
I publish technical breakdowns and deep dives on Medium covering:
- Agent system design
- LLM optimization
- Reinforcement learning systems
- Real-world AI deployment strategies
Medium: https://michielh.medium.com
Website: https://michieh.me
Twitter: https://twitter.com/michieldoteth
Email: michiel@4mlabs.io
Building systems that think, adapt, and run.