FR

From idea to production

AI, Web, Mobile & Cloud

For over 20 years, I've been helping startups, SMBs and large organizations go from initial idea to production — with deep expertise in generative AI and AWS Cloud.

Let's talk about your project →

Sébastien Burel — haruni.net

Computer engineer graduated from EPITA (1993), I've been building innovative digital products for over 20 years through haruni.net. Today, my primary focus is generative AI: orchestrating multi-model LLM systems (OpenAI, Gemini, Llama, Anthropic, Mistral, AWS Bedrock) to build intelligent, high-performance applications. Based in Rennes, France, I work remotely for clients across France and internationally.

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Services

Generative AI

Design and development of LLM-based applications: RAG, autonomous agents, fine-tuning, multi-model orchestration (OpenAI, Gemini, Mistral, AWS Bedrock, Llama).

AWS Cloud

Architecture, deployment and optimization of cloud applications on AWS: EC2, Lambda, DynamoDB, S3, Bedrock, API Gateway.

Mobile & Web

Development of iOS, Android and web applications: React, Node.js, HTMX — from MVP to production.

Architecture & CTO as a Service

Technical guidance for startups and SMBs: architecture design, code review, technical leadership, team upskilling.

By the numbers

20+ years of experience building digital products
3M downloads of Frigo Magic
10M meals saved per year thanks to Frigo Magic
5 LLM models mastered (OpenAI, Gemini, Mistral, Llama, AWS Bedrock)

Projects

2015 — 2024

Frigo Magic

iOSAndroidFood waste

Anti-food-waste recipe app based on ingredients available at home. 3 million downloads, 10 million meals saved per year.

2023 — present

CraftJS

Generative AIDesktopMulti-model

Mac desktop application leveraging large language models: OpenAI, Gemini, Llama, Anthropic, Mistral via AWS Bedrock. Voice processing with Whisper and PyTorch.

2025 — present

bymuriel.fr

Generative AIComfyUIShopify

Artisan candle and wax melt shop. AI image generation pipeline with ComfyUI + Flux2 on DGX Spark, custom Node.js backoffice and Shopify sync.

2013 — 2016

CornerNews

iOSUGCSan Francisco

Real-time photo-sharing iOS app for breaking news. Users become citizen reporters by posting geolocated content.

Latest articles

IA Générative · ComfyUI · Node.js

Generating product visuals for a Shopify store with ComfyUI, Flux2 and a DGX Spark

AI image generation pipeline for an artisan shop: 132 professional visuals produced automatically from a custom Node.js backoffice.

2026-03 Read article →
Machine Learning · Hydrologie

Predicting Vilaine River Floods with Deep Learning

How I built an LSTM + Attention model to predict water levels across 11 stations.

2026-02 Read article →
Benchmark · IA générative

Image Generation on the DGX Spark: 11 Models Compared

I benchmarked 11 image generation models on the NVIDIA DGX Spark — FLUX, Stable Diffusion, Qwen, Z-Image — same prompt, same seed, same conditions.

2026-01 Read article →

Let's talk about your project

Have an AI, Web or Mobile project? I'm available for remote engagements from Rennes, France.

Rennes, France (remote)
Available for new projects