Bill Liu

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