Mathieu David
Software Development Manager at Amazon Robotics
- Role
- Software Development Manager, Amazon Robotics Ai at Amazon
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Mathieu David
Passionate and driven Software Development Director with a strong IT background and…
Experience
Software Development Manager, Amazon Robotics Ai
Mar 2025 — Present · Washington, DC, US
Manage end-to-end ML Ops workflow for Amazon Robotics manipulation programs- Data Infrastructure: Architect scalable dataset storage solutions for multi-billions robotic training data- Intelligent Annotation Pipeline: Lead development of annotation workflows, including deployment of a Vision Language Model (VLM) to enhance annotation quality and increase throughput- Model Lifecycle Management: Orchestrat automated ML model retraining and deployment pipelines across distributed robot fleets- Experimentation Framework: Design and implement A/B testing infrastructure for safe model rollouts in production environments- Fleet Operations: Establish comprehensive robot fleet monitoring systems for real-time performance tracking and anomaly detectionSpearhead next-generation Foundation Model ML Ops infrastructure- Lead cross-functional teams to architect scalable infrastructure supporting large-scale foundation models for robotics applications- Implement advanced model serving capabilities with dynamic scaling and multi-model deployment strategies- Establish robust monitoring and observability frameworks for foundation model performance in productionStrategic Platform Development- Unify ML Ops Framework: Designed and implemented company-wide standardized ML Ops framework across all Amazon Robotics divisions- Creat reusable components and best practices- Establish governance standards and compliance protocols for robotics ML systems
Education
MIT Professional Education
Certificate
2024 — 2025
Georgetown University
Certificate in Project Management
2016 — 2016
City University of Hong Kong
Master
2009 — 2010
Ecole supérieure d'Electronique de l'Ouest-ESEO ANGERS
Master
2005 — 2011
Skills
- Electronics
- Project Management
- Software Development
- Engineering
- Business Development
- Team Management
- Product Management
- Consulting
- Business Strategy
- Program Management
- Telecommunications
- Product Development
- Computer Science
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