Zhe Sun is currently a senior data scientist in ING Wholesale banking Advanced Analytics team, where he has applied machine learning techniques to problems ranging from entity matching to large scale payment transaction network analysis. Daniel van der Ende is currently a data engineer in the ING Wholesale Banking Advanced Analytics team.
ING bank is a Dutch multinational, multi-product bank that offers banking services to 33 million retail and commercial customers in over 40 countries. At this scale, ING naturally faces a multitude of data consolidation tasks across its disparate sources. A common consolidation problem is fuzzy name matching: given a name (streaming) or a list of names (batch), find out the most similar name(s) from a different list.
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