Bill Liu

ai machine learning deep learning nlp computer vision data engineering reinforcement learning big data edge automl mlops causal inference mobile bias neural network linkedin model mlop transformer dataviz data annotation data labeling crowdsourcing project debater spark lyft data mining pinot art360 robustness adversarial security trust covid-19 sagemaker cv anomaly detection forecast time-series unsupervised learning tinyml data visualization distributed berkeley michael jordan expedia travel alwaysai kubernetes tensorflow feature engineering nature language process compas fairness shap lime explainability neural architecture search nas sentiment analysis gaming unity ml-agents salesforce pinterest microsoft autonomous driving feature visualization analytics watson ibm speech voice ui