
Maria Neumann
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Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Maria Neumann
* Lead projects to automate business processes using practical AI solutions. * Define and track meaningful KPI for teams, tools and processes, helping to measure impact and guide improvements. * Work closely with stakeholders as Product Owner for the data warehouse and analytics platform. * Act as Product Owner for a project that automatically optimizes traffic distribution. * Take a data-driven approach to product development, regularly running A/B tests to validate ideas and guide feature development.
* Built, directed and provided leadership to a high-performing team of nine ML expert which emerged as a pivotal driver of the company's growth * Oversaw strategic resource and budget planning, ensuring optimal utilization of resources and efficient team operations * Supervised the successful implementation of proof of concepts and the development and launch of two ML projects into production. Ensured essential support for a total of four ML applications in production
- 2 Jahre und 7 Monate, Okt. 2019 - Apr. 2022
Data Scientist
IT4IPM
* Successfully development and rolled out two ML projects, resulting in a notable increase in the automation rate, thus driving substantial improvements in the efficiency and cost reduction of customer’s internal processes * Conceptualized and executed tool selection process for the AI Platform * Introduced MLOps process within the organization
* Successfully led technical project management of two MDM applications, catering to both internal and external user bases * Managed communication with cross-functional teams, ensured timely delivery of project components * Ensured the high quality and ease of maintenance of the implemented products * Effectively coordinated operations and support activities with a DevOps team of six internal and external developers * Introduced Camunda BPM as core process engine in the organization
- 1 Jahr und 7 Monate, Jan. 2017 - Juli 2018
IT Project Manager
LambdaWerk GmbH
* Guiding the development of financial data exchange system for an American Dental Insurance Management company (backlog management, prioritization, iteration planning) * Leading of a cross functional team of 5 developers * Identification, documentation, analysis and improvement of business processes within organization * Introduction and supervision of new customer support and communication processes * Promotion of Agile development methods (SCRUM, Kanban)
- 5 Jahre und 6 Monate, Juli 2011 - Dez. 2016Westfälische Wilhelms-Universität Münster
Wissenschaftliche Mitarbeiterin
* Conceptualization and implementation of a web based busi- ness process modeling tool with Ruby on Rails framework * Supervision of international research projects and seminars on BPM in eHealth and retail domains (cooperation with SAP AG and T-Systems) * Assistance in master lectures on Workflow Management, Data Warehousing, Retail, Production Planning and Control
- 1 Jahr und 9 Monate, Sep. 2009 - Mai 2011
SAP Systems Analyst
Intel Russia
* SAP CRM customization for customer support call center and sales force automation * Process analysis * Front-end and back-end configuration
- 7 Monate, Jan. 2008 - Juli 2008
IT Consultant
Consel - Consorzio ELIS
Conceptualization and prototypical implementation of an innovative mobile service solution for RAI Television
- 1 Jahr und 7 Monate, Juni 2006 - Dez. 2007
Software-Entwickler
Tecom
Implementation of an ERP module for inventory management for a telecommunication company
Ausbildung von Maria Neumann
- 4 Jahre und 8 Monate, Juli 2011 - Feb. 2016
Wirtschaftsinformatik
Westfälische Wilhelms-Universität
Process management, process modeling tools, usability engineering Thesis topic: “Application of Usability Methods to the Development of a Business Process Modeling Tool”.
- 2 Jahre, Okt. 2008 - Sep. 2010
Information Systems
Westfälische Wilhelms-Universität
Prozessmanagement, Workflow Management, Information Systems Architechture, Information Modeling, Data Warehousing, Data Analysis
- 1 Jahr und 11 Monate, Sep. 2008 - Juli 2010
Business Informatics
National Research University Higher School of Economics
Prozessmanagement, Workflow Management, Information Systems Architechture, Information Modeling, Data Warehousing, Data Analysis
- 3 Jahre und 11 Monate, Sep. 2004 - Juli 2008
Business Informatics
National Research University – Higher School of Economics
Prozessmanagement, Workflow Management, Information Systems Architechture, Information Modeling, Data Warehousing, Data Analysis
Sprachen
Deutsch
Fließend
Englisch
Fließend
Russisch
Muttersprache
Spanisch
Grundlagen
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