- Work with product and operations to identify high-impact ML opportunities.
- Architect, deploy, test, maintain, and improve scalable ML models.
- Develop tooling and analytical frameworks for model performance evaluation.
- Lead research initiatives for POCs and integrate successful solutions into production.
- Mentor junior engineers.
- Design solutions for image classification, localization, segmentation, and NLP.
- Optimize ML model training using GPUs and Linux systems.
- Gain a holistic view of infrastructure including Docker and Kubernetes.
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