Malco Yue Wu

About Malco Yue Wu

Proficient in Python, PHP, JAVA, SAS, SQL, Matlab, C, C++• Expert in PyTorch, Tensorflow, Keras, bigDL/Spark• Proficient in Deep Learning, GenAI, Reinfforcement Learning, Data Mining, Machine Learning• Proficient in AWS, Azure, Databricks/DBFS, Google Cloud, and Restful API• Proficient in Unix/Linux scripts: Perl/C Shell, and Excel VBA• Proficient in data visualization tools: GGPLOT, Tableau, Excel, and 3D data visualization tools Petrel, Tornado and Ximage• Proficient in Seismic Data Processing Softwares Omega, Tango/Geovation and Prima/SU/CWP • Proficient in Microsoft Windows, Linux, MacOS and IBM AS 400 Operating Systems • Proficient in Microsoft Word, Microsoft Powerpoint, Microsoft Spreadsheet

Experience

1. Software Engineer, Machine Learning

   Meta

   Aug 2023 — Present · Menlo Park, CA, US

   GenAI AI Studio Home ranking and personalized recommendation; leading AI Home search project.In Feeds Recommendation system with large scale machine learning and deep learning modeling. Candidate recall and ranking model optimization with two tower Sparse NN and Deep Cross NN in production, and research test with LLM and Recommendaiton GPT. Primaly supporting Reels and short form video related recommendation pipelines.

Education

• Huazhong University of Science and Technology

  Master of Science (MS), Applied Mathematics

  1995 — 1998

• Huazhong University of Science and Technology

  Bachelor of Science (BS), Applied Mathematics

  1991 — 1995

• Rice University

  Doctor of Philosophy (Ph.D.), Mathematics

  2000 — 2006