Develop and deploy machine learning models using Python and libraries like TensorFlow, PyTorch, and Scikit-learn to solve complex business problems.
Preprocess and transform raw data into structured formats, ensuring quality input for effective machine learning model training.
Collaborate with cross-functional teams including data scientists, software engineers, and product managers to define machine learning workflows and integrate solutions into production systems.
Evaluate and optimize machine learning models by fine-tuning hyperparameters, improving accuracy, and ensuring models are scalable and efficient.
Conduct research on the latest AI/ML techniques to implement state-of-the-art algorithms, ensuring continuous improvement of solutions.
Monitor and maintain deployed models in production, ensuring optimal performance and troubleshooting issues as needed.