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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.
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## What Im 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
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## 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.
Im especially interested in systems that leave the screen:
**devices, sensors, readers, edge nodes, local servers, field deployment, and critical workflows**.
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## 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.
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## Current focus
- Rust systems programming
- Embedded and hardware-oriented projects
- Local AI tooling
- Healthcare software
- Building projects that connect software, machines, and real usage
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## 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
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## 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.
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## Connect
[![LinkedIn](https://img.shields.io/badge/LinkedIn-Julien%20Denizot-blue?logo=linkedin)](https://www.linkedin.com/in/julien-denizot-dev/)
[![Website](https://img.shields.io/badge/Website-enuxia.com-black?logo=firefox)](https://enuxia.com)
[![Email](https://img.shields.io/badge/Email-denizot.j%40enuxia.com-red?logo=gmail)](mailto:denizot.j@enuxia.com)
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> I like building systems that dont stop at the screen.