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Work Background
Contractor at Insurance CompanyMachine Learning Specialist
Dec. 2021Zurich, SwitzerlandMachine Learning Specialist - Built Agentic AI solution on Azure including Observability
· Created and launched predictive models in the Non Life Actuary business area
· As competency lead carried out real-world evidence (RWE) mining, extraction and analysis and implemented machine learning algorithms to generate critical insights
· Directed large language model proof of concept (PoC) and tabular synthetic data creation projects using generative AI
· Identified and interpreted patterns in complex datasets; presenting results at top-level and influencing evidence-based decision-making
· Built partnerships with technical specialists and senior stakeholders; developing trust and achieving data science services excellence
· Designed and rolled-out data-driven products and solutions in Python, including an innovative machine learning VAT code predictor
· Synthesised data in R to prepare for real-world actuary and financial data processing, manipulation and visualisation
· Oversaw major data mining initiatives and queried complex databases; dramatically improving data discovery processes
FIFAInformation Technology Product Manager
May. 2018 - Nov. 2021Zurich, Switzerland• Product manager responsibilities for corporate software products including legal, communication, commercial, language services, facility management areas
• Principal areas of responsibilities include working with business units to collect and analyse IT related business needs, evaluating possible IT solutions, creating business case. The covered areas include business intelligence SAP and non SAP, cloud technologies (Azure), transactional solutions in fund management and finance just to mentioned a few.
• Investigating, building and recommending process mining and machine learning solutions (hands on)
• Solution selecting and Project managing a cloud based global fund and application management solution including reporting with MS PowerBI
BackOffice AssociatesSenior Consultant
Mar. 2017 - Apr. 2018Zürich Area, Switzerland• Principal areas of responsibilities include driving business operations improvement initiative, solution offering packaging and SQL based hands on work like data modelling, design and build of business-relevant data migration objects
• Project manager on the Zurich account Life actuarial stream (agile)
• Data migration consultant on the Lidl account utilising SQL and proprietary data migration tool set
Roche DiagnosticsSAP BI Project Manager
Aug. 2013 - Feb. 2017Basel und Umgebung, Schweiz• Leading of a large SAP BI initiative as part of a multi-year, global transformational template development and deployment programme. The value of the BI work stream is approximately EUR 7M, with core FICO, Supply Chain, Procurement, Planned Maintenance and Manufacturing processes in scope. The SAP BI technical team size is 28 consultants (onshore / offshore) and the number of BI related business stakeholders (EU, US and Asia) is close to 20 people. The introduction of BW on HANA technology is in also scope.
Presence of ITBusiness Intelligence
Jun. 2012 - Jun. 2013Sydney und Umgebung, Australien
FrieslandCampinaICT Demand Manager Hungary and Romania
May. 2011 - May. 2012ICT Demand Manager
Freelancer - Business IntelligenceFreelancer
Jun. 2010 - Apr. 2011
Cognizant Technology SolutionsSenior Manager
Feb. 2010 - May. 2010
CSCPortfolio Manager (Zurich Account)
Jun. 2008 - Feb. 2010
Standard BankDivisional Head of IT
Apr. 2003 - Oct. 2007
Contractor at Insurance Company
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