Maria Neumann

Angestellt, Team Leader Artificial Intelligence, IT4IPM GmbH

München, Germany

Skills

Produktmanagement
IT-Projektmanagement
Agile Methods
Anforderungsanalyse
Prozessmanagement
Datenanalyse
Scrum
Jira
Requirements Engineering
Prozessoptimierung
Konzeption
Datenbank
BPM
BPMN
EPK
UML
MySQL
SQL
Relationale Datenbanken
Forschung
Design Research
Prozessanalyse
Product Management
NoSQL
KANBAN
Confluence
Agile Software Development
Git
Python
Artificial intelligence
Künstliche Intelligenz
Machine learning
Data Science
IT-Management
Management
Projektmanagement
Machine Learning
Generative artificial intelligence
Digitalization
Prozess-Optimierung
Process Automation
Deutsch
Wirtschaftsinformatik
Softwareentwicklung
IT-Consulting
Business Analytics
Analytik
Informationstechnologie
Englische Sprache
Informationssysteme
Cloud Computing
Technisches Projektmanagement
Prozessmodellierung
Systemanalyse
Informationssystem

Timeline

Professional experience for Maria Neumann

  • Current 2 years and 1 month, since May 2022

    Team Leader Artificial Intelligence

    IT4IPM GmbH

    * 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 years and 7 months, Oct 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

  • 1 year and 3 months, Aug 2018 - Oct 2019

    Application Manager

    IT4IPM GmbH

    * 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 year and 7 months, Jan 2017 - Jul 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 years and 6 months, Jul 2011 - Dec 2016

    Wissenschaftliche Mitarbeiterin

    Westfälische Wilhelms-Universität Münster

    * 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 year and 9 months, Sep 2009 - May 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 months, Jan 2008 - Jul 2008

    IT Consultant

    Consel - Consorzio ELIS

    Conceptualization and prototypical implementation of an innovative mobile service solution for RAI Television

  • 1 year and 7 months, Jun 2006 - Dec 2007

    Software-Entwickler

    Tecom

    Implementation of an ERP module for inventory management for a telecommunication company

Educational background for Maria Neumann

  • 4 years and 8 months, Jul 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 years, Oct 2008 - Sep 2010

    Information Systems

    Westfälische Wilhelms-Universität

    Prozessmanagement, Workflow Management, Information Systems Architechture, Information Modeling, Data Warehousing, Data Analysis

  • 1 year and 11 months, Sep 2008 - Jul 2010

    Business Informatics

    National Research University Higher School of Economics

    Prozessmanagement, Workflow Management, Information Systems Architechture, Information Modeling, Data Warehousing, Data Analysis

  • 3 years and 11 months, Sep 2004 - Jul 2008

    Business Informatics

    National Research University – Higher School of Economics

    Prozessmanagement, Workflow Management, Information Systems Architechture, Information Modeling, Data Warehousing, Data Analysis

Languages

  • German

    Fluent

  • English

    Fluent

  • Russian

    First language

  • Spanish

    Basic

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