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| internships [2025/12/05 14:32] – respai-vic | internships [2025/12/08 13:29] (current) – [Internship proposals 2025-2026] respai-vic |
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| =============== Internship proposals 2025-2026 =============================================== | =============== Internship proposals 2025-2026 =============================================== |
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| | **<color #e32d2d> - Unified Vision Encoders: Multi-Teacher Distillation and Dynamic Transformers (valeo.ai) </color>** |
| | * Host: valeo.ai (Paris), research lab on ML & CV for automotive. |
| | * Topic: Distill multiple large vision encoders (e.g., Franca, SigLIP 2, VGGT) into one versatile transformer backbone. |
| | * Objectives: Design multi-teacher distillation pipelines for heterogeneous teachers; Develop dynamically scalable transformers (conditional depth / compute modes). |
| | * Profile: Final-year MSc (or equivalent) in ML / CV; Strong deep learning + PyTorch skills. |
| | * Practical: 6-month research internship (2025–2026), located in central Paris. |
| | * [[https://drive.google.com/file/d/1bYUb1l9C8b-Y8iGqpsBhrCLCk20du5X-/view?usp=sharing|link to the proposal]] |
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| **<color #e32d2d> - Software Engineer en technologies web et IA (GE HealthCare) </color>** | **<color #e32d2d> - Software Engineer en technologies web et IA (GE HealthCare) </color>** |
| The Software Engineer will join GE HealthCare's Advanced Visualization (AV) organization, dedicated to shaping the future of medical imaging through innovative web and AI technologies. This role offers the opportunity to integrate into a Scrum development team, focused on collaborative, cutting-edge projects like AI DREAM, which drives the creation of automated diagnostic and follow-up solutions. The engineer will contribute to the full-stack development of advanced components, critical functionalities in medical imagery, and define the architecture for algorithmic pipelines in computer vision. Ideal candidates possess proven expertise in computer vision, deep learning, client-server/web topologies, and proficiency in languages including TypeScript, CSS, HTML, and C++. [[https://drive.google.com/file/d/1hirsZOdS1iszWVMhJdG_ded2vpFvF6fS/view?usp=sharing|link to the proposal]] | The Software Engineer will join GE HealthCare's Advanced Visualization (AV) organization, dedicated to shaping the future of medical imaging through innovative web and AI technologies. This role offers the opportunity to integrate into a Scrum development team, focused on collaborative, cutting-edge projects like AI DREAM, which drives the creation of automated diagnostic and follow-up solutions. The engineer will contribute to the full-stack development of advanced components, critical functionalities in medical imagery, and define the architecture for algorithmic pipelines in computer vision. Ideal candidates possess proven expertise in computer vision, deep learning, client-server/web topologies, and proficiency in languages including TypeScript, CSS, HTML, and C++. [[https://drive.google.com/file/d/1hirsZOdS1iszWVMhJdG_ded2vpFvF6fS/view?usp=sharing|link to the proposal]] |
