Panel Discussion: AI and Data Driven Organisation
Jack has studied mathematics, computer science and psychology at University of Warsaw. Disappointed by the lack of available data and mathematical rigour in social sciences, he turned to Big Data and Machine Learning applications in his search for understanding of human nature. He’s pursuing his passion at Synerise working with hundreds of billions of customer activity data points.
At Synerise, Jacek is spearheading research & development of unsupervised customer behavioral models based on deep learning, metric learning and representation learning.
Before he joined Synerise, Jacek was leading the R&D team at So1 GmbH in Berlin and Warsaw, where he fulfilled the role of Director of Machine Learning & Technology. He created a polish branch of the german company creating artificial intelligence solutions for offline retail.
In US-based MediaCrossing, Jacek co-created an ultra-low-latency real-time ad exchange/brokerage platform, working in a team of quantitative traders and financial industry veterans.
Between 2012 and 2014, he created a team building automatic risk & liquidity management systems for FX, CFD & commodities at XTB brokerage company. The systems built are handling hundreds of billions of dollars worth of customer transactions annually.
Before that he worked in the roles of Software Architect, Team Leader and Senior Software Developer in several companies from banking, media and geographic information systems sectors.