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Hi, I'm Julien
Rust Systems Engineer
Edge · Embedded · Local AI · Healthcare
I build software and systems that connect code to the real world.
My interests sit at the intersection of Rust, Linux, embedded systems, edge infrastructure, local AI, and healthcare technology. I like working on things that are fast, reliable, useful, and close to the field — from backend services and on-prem inference to hardware integration and real-world deployment.
What I’m into
- Rust backend and systems programming
- Edge and on-prem infrastructure
- Embedded / IoT systems
- Local AI and inference
- Real-time communication
- Healthcare and interoperable systems
- Projects involving both software and hardware
A bit about me
My background is unusual on purpose.
Before moving into software and systems engineering, I worked in orthotics, which gave me a strong connection to real users, real constraints, and real-world problem solving. Today, I bring that same mindset into engineering: build things that are technically solid, physically deployable, and actually useful.
I’m especially interested in systems that leave the screen:
devices, sensors, readers, edge nodes, local servers, field deployment, and critical workflows.
Things I build
Real-time systems
Backend services in Rust with fast decision loops, device communication, and production-oriented reliability.
Edge and on-prem setups
Self-hosted and privacy-friendly architectures with local control, secure networking, and minimal cloud dependency.
Local AI
Experimenting with local inference, RAG pipelines, embedded AI, and practical LLM deployments.
Healthcare-oriented tools
Software that combines technical engineering with healthcare domain understanding, especially where interoperability and clinical reality matter.
Current focus
- Rust systems programming
- Embedded and hardware-oriented projects
- Local AI tooling
- Healthcare software
- Building projects that connect software, machines, and real usage
Selected technologies
Languages
Rust · Python · C++ · JavaScript
Systems / Backend
Axum · Tokio · WebSocket · MQTT · Linux
Infra / Edge
Docker · Proxmox · Traefik · VPN · Self-hosting
Local AI
Candle · Burn · HuggingFace · llama.cpp · GGUF · RAG · Embeddings
Health Tech
HL7 · FHIR · DICOM
Featured work
Enuxia
Systems engineering, edge infrastructure, local AI, and real-world deployments.
Orthotics decision-support software
A project at the crossroads of clinical experience and software engineering.
FPV drone build
A personal project that reflects what I enjoy most: understanding systems end-to-end, including hardware.
Connect
I like building systems that don’t stop at the screen.