shenxiangzhuang/cs142

https://web.stanford.edu/class/cs142/

About [Mathew Shen]

• 🔭 Currently, I'm a Senior Machine Learning Engineer at NetEase Fuxi, focusing on Data-Centric AI.

• 🔭 Previously, I worked at ByteDance as an Machine Learning Engineer in the AIOps field. My primary focus was on developing and implementing algorithms for time series forecasting, anomaly detection, and root cause analysis. The main objective was to proactively detect system failures and swiftly identify root causes, thereby reducing Mean Time To Repair (MTTR) through the analysis of Metrics, Logs, and Traces.

• 🔭 Prior to ByteDance, I contributed to algorithm research in network security (risk management) at Tencent. My work centered on developing anomaly detection algorithms leveraging association analysis and subspace clustering techniques, with a primary application in anti-robot systems. I take pride in the effectiveness of our algorithms, which successfully intercepted numerous attacks. I'm deeply grateful to my mentor, Mr. Liao, whose extensive experience in the security field significantly enhanced my professional growth.

• 🔭 My academic background is in statistics, having earned both my undergraduate degree from Hainan University (HNU) and my graduate degree from Sun Yat-sen University (SYSU) in this field.

Presentation

• 2024/07: Build Modern Python Application——MPPT Practice
• 2023/12: MPPT: A Modern Python Package Template
• 2023/08: Data Mining Odyssey
• 2020/09: Technical debt in machine learning systems

Current Projects

• 🌱 I’m currently working on my projects