I am a data scientist expert within the Advanced Analytics organization at SAP. With more than 15 years of research experience in artificial intelligence, I mainly focus on designing and applying a wide range of machine learning techniques in data mining, as well as providing solutions for integrating predictive analytics into innovations from SAP. Before joining SAP, I served as a researcher at University College Cork (UCC), Ireland, for nearly six years. During the time at UCC, I researched primarily artificial intelligence in data integration and data mining and was involved in projects funded by the European Union Framework Program (FP7), European Space Agency, Irish Environment Protection Agency, and Geological Survey of Ireland. I have published more than 15 research papers in the area of artificial intelligence. I have 11 filed patent applications since 2015. I also received a master’s degree with distinction in information technology from the University of Paisley and a PhD in artificial intelligence and data mining from the University of West of Scotland, UK.
Sap Ireland
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Data Scientist ExpertSap Ireland Apr 2018 - PresentDublin, IrelandData science for intelligent SAP Cloud AnalyticsData science for Intelligent SAP S/4 HANAData science for SAP PA, PAi product with AIMachine learning and AI researchI have finished more than 40 predictive analytics use cases with different SAP organizations, especially with SAP S/4HANA, which covers a wide range of domains. Since 2015, I have submitted 12 patent applications with 1 granted, 6 filed and 5 awaiting evaluation.
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Senior Data ScientistSap Ireland Ltd. Sep 2014 - Mar 2018Dublin, IrelandI am the senior data scientist within the Advanced Analytics organization at SAP Ltd. I mainly focus on designing and applying a wide range of machine learning techniques in data mining, as well as providing solutions for integrating predictive analytics into innovations from SAP. I work tightly with the development team, the end users and domain experts and provide expertise in areas related to machine learning, data mining, practices and design, and implementation of advanced algorithms.
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Computer Analyst & ResearcherUniversity College Cork, Ireland (Ucc) Jan 2009 - Aug 2014Cork, IrelandI were technical lead of Ireland’s Climate Information Platform (ICIP) funded by Environment Protection Agency, Ireland (2013-2014). I focus on machine-learning-based decision-making methods for climate change. I develop back-end data processing system and web front-end for discovering/visualizing climate data, climate analysis and decision-making. The work is based on C++, Java, HTML5, JavaScript, mongoDB, etc.I were involving the ANISTIAMO project funded by ESA/ESRIN (2013-2014). My role is to develop an image processing component, in C++ and big data techniques, for vessel detection. I also develop the intelligent system in C++ and Java for maritime security. I involved the Next Generation Recognized Maritime Picture (NG-RMP) project funded by European Space Agency (2012-2014). I work on machine learning methods for maritime surveillance and develop intelligent system in C++ and Java to facilitate data fusion, anomaly detection, trajectory analysis, trajectory prediction, risk evaluation and decision-making. I involved in developing the MESMA E-Manual on-line system in Java (2011-2012), which is a decision support tool in MESMA project. MESMA project is an EU FP7 project which aims to produce integrated management tools for Monitoring, Evaluation and implementation of Spatially Managed marine Areas.I involved the Griffith Geometrics Project (IE-NDP) funded by Geological Survey of Ireland (GSI) (2009-2012). My job is research on spatial data integration. I focus on designing an integrated geological Oracle database and developing Java-based ETL software that facilitates the data discovering, loading, transforming, processing and validating intelligently and with high performance.
Y W Education Details
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School Of Computing, University Of The West Of ScotlandArtificial Intelligence And Data Mining -
School Of Information And Communication Technologies, University Of PaisleyDistinction
Frequently Asked Questions about Y W
What company does Y W work for?
Y W works for Sap Ireland
What is Y W's role at the current company?
Y W's current role is Data Scientist Expert at SAP Ireland.
What schools did Y W attend?
Y W attended School Of Computing, University Of The West Of Scotland, School Of Information And Communication Technologies, University Of Paisley.
Not the Y W you were looking for?
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Yoshifumi W.
Tokyo, Japan
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