Machine Learning Engineer - IV (Biometrics)
Tasks
- Architect, train, and optimize models using PyTorch, TensorFlow, JAX
- Benchmark and analyze fairness and bias
- Design and develop computer vision biometric systems
- Implement automated data pipelines with Airflow
- Manage end-to-end ML pipelines from data ingestion to deployment
- Manage model deployment on AWS
- Mentor engineers and review code/design
- Optimize models for low-latency inference using quantization, distillation, TensorRT, ONNX
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Airflow | Biometrics | Computer Vision | EC2 | EKS | Face Recognition | JAX | ML pipelines | Model Deployment | Model Training | ONNX | OpenCV | Pillow | PyTorch | Python | Quantization | SageMaker | TensorFlow | TensorRT
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