We are seeking a highly skilled and experienced Machine Learning Expert to join our project team. The focus of this project is on data bias and out-of-distribution (OOD) detection. As an expert in machine learning, you will play a critical role in developing innovative algorithms and methodologies to mitigate and address data bias issues, as well as enhance the OOD detection capabilities of our systems. The specific details of the project will be discussed further with the selected candidate.
Responsibilities:
Conduct in-depth research and analysis on data bias and OOD detection in machine learning models. Design and develop algorithms and techniques to identify and mitigate biases in training data, ensuring fairness and unbiased decision-making. Implement and optimize machine learning models and algorithms to improve OOD detection and handle data distribution shifts effectively.
