Bixing Yan Email & Phone Number

Sunnyvale, Ca, Us

Develop professional network based ML products.

San Francisco, Ca, Us

Tag the lectures with machine learning techniques (NLP, weak-supervision, multi-metric optimization techniques, etc) to improve related services (search, recommendation, and categorization, etc.)

Cape Town, Za

Capstone Project, training an embedding model with meta-learning framework. The trained embedding could be fast adapted to different kinds of subtasks in e-commerce and financial. (An average 70% acceleration in terms of epoch number.)

San Mateo, California, Us

Built a question recommender with NLP (BERT), collaborative filtering (memory-based, matrix factorization), and clustering (DBSCAN) techniques. The system was improved to deployment level which covered 39.7% surveys with a recommendation accuracy of 87.6% and execution time of 0.16s (with 6 million surveys, 33% of available survey pool).Besides, improved the company’s Question Bank with the exemplar questions found with clustering system.

New York, Ny, Us

Census Digitization Project under Department of Economics: Digitized the census data of US retailers with OCR, data cleaning and text mining techniques. Optimized the data engineering workflow and improved the OCR accuracy from 76% to 98.3%.

Singapore, Sg

Singapore, Sg

Master Of Science - Ms, Data Science

Doctor Of Philosophy - Phd, Physics

Bachelor Of Science - Bs, Theoretical And Mathematical Physics

Education record