Summary
Ganyu Lian is a Senior Software Engineer specializing in cloud and machine learning with 10 years of experience building production-grade systems at scale, currently driving anomaly detection and cloud migration efforts at eBay. She combines industrial and academic research strengths—Boston University MS in ECE—with hands-on expertise in NLP, LSTM, ARIMA, recommender systems, and deep learning for image and log analysis. At eBay she led ML-driven auto-remediation for thousands of applications and pioneered log-based closed-loop error identification, demonstrating a knack for turning research models into resilient operational services. Skilled across Python, R, Java, C++, TensorFlow, Spark, Kafka and AWS, she bridges data science and platform engineering to deliver observable, scalable solutions. Notably, her academic work on budget-optimized crowdworker allocation delivered measurable cost savings while preserving high labeling accuracy, reflecting a pragmatic focus on efficiency as well as model quality.
10 years of coding experience
4 years of employment as a software developer
Business Administration and Management, General, Business Administration and Management, General at University of California, Berkeley
Bachelor's degree, Finance, Bachelor's degree, Finance at Xi'an Jiaotong University
Master of Science, Electrical and Computer Engineering, 3.73/4.0, Master of Science, Electrical and Computer Engineering, 3.73/4.0 at Boston University
Chinese, English, Spanish