Designing and developing production-ready solutions based on Machine Learning and Computer Vision.
-Automating collection, cleaning, annotation and monitoring of data and predictions for Machine Learning.
-Establish and maintain Machine Learning best practices throughout the project
-Inspire and guide junior developers to write clean, fast, reliable, testable, highly scalable, production
-ready Python code-Skills:---B.Sc in Computer Science or Data Science or Machine Learning or similar
-1. Proven experience developing Machine Learning systems
-2. Expertise in at least one Machine Learning framework like PyTorch, PyTorch Lightning, TensorFlow, Keras
-3. Mathematical understanding and intuition of Computer Vision techniques, concepts and architectures
-4. Familiarity with Python packages: NumPy, Pandas, Flask, Conda
-5. Experience training, serving and monitoring cloud-native ML systems with tools like Docker , Kubernetes
-6. Knowledge of DevOps and MLOps best practices for production Machine Learning systems
-7. [optional] Experience architecting Machine Learning systems