Freelancer profile translated to English.
Back to original languageAbout Arnaud
Computer Science Engineer and PhD in Computer Vision
Looking for an expert to design or enhance a solution in **Computer Vision**, **Machine Learning**, or **Data Science**? My profile combines **strategic vision**, **scientific rigor**, and deep **technical expertise**.
I leverage over 15 years of experience in creating robust, tailor-made AI solutions for demanding sectors such as healthcare, industry, and the environment.
Your AI Project End-to-End
As aData ScientistandComputer Visionexpert, I am involved in all stages of anAIproject:
🧩Definethe most suitable approach for business needs (metrics, data, algorithms)
🧠Implementall types of models (**PyTorch**, TensorFlow, Scikit-Learn)
⚡Optimizeinference time (**Python**, **C++**, CUDA)
🏗️Deploymodels in production (edge, cloud)
My Past Projects
I haveput into productiondozens of projects:OCR**, **LLM/ **VLM**, IoT, plan reading, defect detection, 3D reconstruction, photogrammetry.
🔬3D Segmentationof medical images (precision < 2 mm)
🏭Detectionandclassificationon production lines (inference < 5 ms)
🌍 Analysis ofmultispectral imagesfor reforestation (drone, satellite)
📈Predictive analysisin healthcare and energy (time series, tabular data)
📱 Mobileapplicationto detect four-leaf clovers,FourCast🍀 on Google Play
Why Me?
Beyond my experience inComputer Vision/Deep Learning/ **Data Science**, I offer:
📆 **Flexible formats**: short missions, daily rates, or **fixed-price projects**.
🤝 Anetwork of expertsinData & AIthat can be mobilized according to your needs.
⚙️Smooth collaborationwith your **business teams**, Data, or IT departments.
French
Native or bilingual
English
Fluent
German
Basic
Remote only
Primarily works remotely
Experience
- MiceliaChief Technology OfficerDIGITAL AND ITJuly 2025 - Today (1 year and 1 month)Grenoble, FranceI co-founded the companyMiceliato help businesses developcustom AItechnologies, from initial design to **skill transfer**.Computer Vision*Classification**, **detection**, **segmentation**, **video trackingin thehealthcare**, **industry**, and **environmentsectors;*Optimizationof models forembedded inferenceandreal-time(**Edge AI**): quantization, pruning, **frugal AI**;
- Readingtechnical plans(electrical, mechanical, building schematics):OCR**, **LLM/ **VLM**, Symbol Detection;
*Imageandvideo processing**, **3D modelingand **rendering**.Predictive Analysis- Analysis ofTabular Data, Data Mining, Machine Learningto extractbusiness KPIsand facilitate **decision-making**;
In the company, my role is to ensure consistency between technological choices and our clients' needs.I also work on various projects as a **project manager**, **tech lead**, or **AI engineer**.In parallel to my freelance activity, I can call upon Micelia for topics where I have less expertise: **Cloud, Data**, **LLM**.This network guarantees that I can meet all types of needs and be asingle point of contactfor all aspects of your projects. - MORFOChief Technology OfficerENVIRONMENTALFebruary 2023 - April 2025 (2 years and 2 months)Montpellier, FranceLeading the **Tech & Data team (7 people)**:
- Storage and exploitation of terabytes offield**, **drone**, and **satellite data
- Deployment of10+ AI modelsand complexaerial imagerypipelines
- Development of aweb applicationto leverage business insights
I started by developing initialComputer Visionmodels and then grew the team from 1 to 7 people in 2 years to meet the needs of our internal and external clients. - NeovisionLead Machine Learning EngineerDIGITAL AND ITSeptember 2018 - January 2023 (4 years and 4 months)Grenoble, FranceCo-supervising a **team of 15+ Data Scientists**:*AI data consulting and diagnosticsmissions certified by Bpifrance
- Studies in various AI fields:predictive analysis**, **3D reconstruction
- Deployment of 2D, 3D, andlow-latency computer visionmodels
Over 5 years, I have participated as aMachine Learning EngineerorTech Leadin **30+ diverse AI projects**, from strategic consulting to software development.10+ projects deployedin production in highly constrained environments (industry, medical in particular).
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Education
- PhD in Computer Vision and Machine LearningGIPSA-Lab, Université Grenoble Alpes2015
- MSc in Computer Science and Applied MathematicsENSIMAG, Grenoble INP2012