Bosch, Level 4 driving project
2021 - 2025
Senior Software Engineer - Machine Learning
- Architected and co-created xflow, a modular ML training and deployment framework now used by 10+ teams across Bosch.
- Designed and optimized data and model pipelines, cutting down training iteration time and compute costs.
- Migrated the perception stack from single-view CNNs to a multi-view spatio-temporal system, improving robustness and accuracy.
- Engineered reproducible training and inference workflows with Docker, AzureML, and CI/CD integration.
- Collaborated closely with corporate research to bring state-of-the-art models into production, including ONNX/TensorRT optimizations for embedded deployment.
- Promoted code quality through reviews, best practices, and leading technical interviews for incoming engineers.