Machine Learning Engineer
Tasks
- Build and train face recognition models
- Curate balanced training datasets
- Deploy machine learning models on AWS
- Design automated data ingestion and cleaning pipelines
- Design computer vision systems for biometrics
- Develop end-to-end machine learning pipelines
- Generate synthetic data for training
- Mentor machine learning engineers
- Optimize models for low-latency inference
- Perform fairness analysis and benchmarking
Perks/Benefits
- N/A
Skills/Tech-stack
ANN search | AWS SageMaker | Airflow | Amazon EC2 | Amazon EKS | Approximate Nearest Neighbor | Biometrics | Computer Vision | Data Ingestion | Diffusion Models | Face Recognition | Fairness analysis | Faiss | GAN | JAX | Milvus | Model Distillation | Model Quantization | Multi-GPU | Nearest neighbor | ONNX | OpenCV | Pillow | PyTorch | Python | Quantization | Synthetic data | TensorFlow | TensorRT | Vector Database
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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