Freelancer profile translated to English.
Back to original languageAbout Jeremie
3 years of experience in backend and machine learning.
I am developing a solution to automate the deployment and maintenance of custom endpoints (data science code, ML models...)
I am putting my skills at your disposal for a cut-price and I will deliver an endpoint in record time.
Projects:
- MostLikelyAI (acq. Palazzo): Design and deployment of ComfyUI workflows to automate the retouching process of interior images. Training models from Flows and deployment on a serverless and scalable solution.
- Rolex: RAG and creation of a multi-modal chat: Vectorization and indexing in a vector database of the brand's visual assets (images & videos) from different sources: (Azure, cloudinary, website, instagram, twitter).
- Renovate.club: Development of ComfyUI workflows and deployment.
- La Touche Musicale: Deployment of a generative AI model for music transcription on a serverless inference endpoint with GPU.
- The Metrics Factory: Object detection and classification. Deployment of Computer Vision algorithms for image classification on social networks (copy detection, object detection...).
French
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- renovate.clubMachine Learning EngineerREAL ESTATEFebruary 2024 - April 2024 (3 months)Paris, FranceObject cutout/removal and background reconstruction: Design and deployment of workflows via ComfyUI and Stable Diffusion to automate the interior image retouching process.- Technologies: Stable Diffusion, LaMa, Inpainting, SAM, Grounding Dino
- MatchboxMachine Learning EngineerLUXURY GOODSMarch 2024 - Today (2 years and 3 months)Paris, FranceProduct packshot generation via AI: Development and deployment of product image editing workflows: product relight...- Technologies: Stable Diffusion, ComfyUI, ControlNet, GPUDocument vectorization and retrieval: Vectorization and indexing in a vector database of all visual assets (images & videos) from different sources: (Azure, cloudinary, website, instagram, twitter). Development of a front interface (search engine type) with Nextjs/React/Javascript and deployment on Vercel.- Technologies: Azure, Vision, Embeddings, Chroma, Vercel, Nextjs
- The Metrics FactoryMachine Learning EngineerSOCIAL NETWORKSJune 2023 - January 2024 (7 months)Implementation, dockerization and deployment of Computer Vision Deep Learning algorithms on GCP.Performing a variety of tasks such as Copy and Object detections on social media images.
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Education
- Master Data Sciences & Business Analytics, Data Sciences & Business AnalyticsESSEC | CentraleSupélec - Master Data Sciences & Business AnalyticsMaster Data Sciences & Business Analytics, Data Sciences & Business Analytics
- Bachelor of ScienceUniversity of WarwickBachelor of Science