Dr. Tillmann Neben

Traveloka is a Southeast Asian internet unicorn focused on travel, discovery, and mobility. Currently valued at over $4B USD after 6 years, we're rapidly expanding in the region and globally. The Data Team comprises a large, diverse team of engineers, analysts, data scientists, machine learning engineers, and product managers, making up the Platform, Experimentation, Data Science, Machine Learning and AI, and Analytics groups for the organization.

Data Science and Machine Learning - Prediction models and recommendation agents based on consumer data from e.g. SAP CRM, SAP Hybris and SAP Customer Activity Repository (SAP CAR) - Data analytics for retail and consumer-centric businesses: Python, Scikit-Learn, NumPy, Pandas, NLTK - Data-centric service integration on AWS, Google Cloud Platform, and Microsoft Azure - Conversational AI as a backend to voice user interfaces such as Amazon Alexa, Google Home, API.AI - Natural language processing

- Data analytics and statistics - Analysis of behavioral Web data (e.g. from Facebook) - Analysis of users' decision-making online and a/b testing - Online experiments on ad format acceptance - Experiments on users' behaviors and decision-making - Eye-tracking experiments on user experience and usability - Design evaluations using neurophysiology, GSR, EDA, facial coding

Center for Doctoral Studies in Business (CDSB), Graduate School of Social Sciences, University of Mannheim

Endnote summa cum laude

Endnote 1,6