Philipp Donner

Experience

• 

  Toll Collect

  Nov 2011 - Nov 2013

  Student Trainee

  My tasks included:*Analysis of data to determine fault tolerancesPrograms/Technlogies I used here:*Matlab, a bit R

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  Eemagine

  Jan 2014 - Sept 2018

  Testing Engineer

  My tasks included:* Testing software* preparing presentations to support our product managers* implementing algorithmsPrograms/Technologies I used:Python, Jenkins, Bugzilla, SQL Management Studio, C++, Visual Studio

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  Ambrosys GmbH

  Aug 2018 - Jan 2019

  Master Thesis Project

  Master's thesis on map matching with the help of ML algorithms• Data Cleaning and Labeling• Implementation of various ML algorithm prototypes• Performance comparison of the algorithms

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  Wefox

  May 2019 - Mar 2022

  Developing of ideas for new data driven products, Inhouse Consultant• Identified optimization opportunities using data within the company• Alignment with relevant stakeholders on requirements and feasibility• Build / Led initial proof of concept projectsBuilding of a recommendation system in order to convert leads for the German market, Project Lead & Data Scientist• Led a team to build a recommender system to match leads with call center agents• Alignment with relevant stakeholders on requirements and feasibility • Data analysis and building a prototype• Coordination of the teamOptimization of a matching algorithm, Data Scientist• Tuning of Hyperparameter• Implementation of new requirementsResponsible for working students and supported recruiting, Mentor• Explained and introduced the tech stack to working students• Gave and explained tasks to working students• Part of the recruitment process for new team members (interviews and CV review) Show less (formerly known as ONE Insurance Ltd)(Re-)Pricing of P&C insurances (including underwriting), Data Engineer & Scientist• Built a pipeline for the automated collection of market data from various sources• Determined which data points were relevant to retrieve • Built a market pricing on the data and compared it with the companies pricing so it could be adjusted• Built pricing prototypes for liability, household, motor, pet and homeowner insurance in Germany and SwitzerlandAutomation of reporting (Solvency II and reporting to reinsurance), Data Engineer & Analyst• Extract and transform relevant data from the data warehouse• Send them via API to reinsurance or create an excel report automaticallyAnalysis of insurance portfolio and portfolios of potential acquisitions, Data Analyst• Gave an overview about the portfolio, especially if some groups were over-/underrepresented• Checked if the portfolios of possible acquisitions match our pricing strategy• Built data visualizations to present them to the boardResponsible for working students and supported recruiting, Mentor• Explained and introduced the tech stack to working students• Gave and explained tasks to working students Show less

  • Data Scientist

    Apr 2021 - Mar 2022

  • Actuarial Data Scientist / Analyst

    May 2019 - Apr 2021
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  EY

  Apr 2022 - Dec 2024

  Senior Technology Consultant

  Development of a dynamic pricing platform, Project Lead• Designed the data model• Determined relevant data points for market data• Data Visualization with Power BI• Evaluation of ML algorithms for correct pricing• Setting Benchmarks when further actions has to be takenImplementation of a platform for international industrial insurance, Data & Business Analyst• Analysis and visualization of existing data • Evaluated the existing data model and set new requirements• Developed a migration strategy with the help of AI• Analyzing technical processes and setting requirements• Analyzing and setting requirements for integration into peripheral systemsImplementation of new collection/disbursement software, Business Analyst• Analyzing and setting requirements for various processes • Analysis of technical feasibility • Analysis of a migration strategy to SAP FS-CD Show less