
“I was at MarcPoint, a big data technology corporation providing digital marketing consultancy, as an Algorithm/Data Mining engineer in 2016, responsible for developing the similar product classification system.
MarcPoint initiated the project due to the increasing interest from many vendors on Taobao to understand the current market and its competitors.
The algorithm is implemented with three stages including learning low-dimensional data representation, calculating distances between items and training model ensembles.