Dr. Maria Neumann

- Owned product strategy for an ML-driven programmatic job advertising platform; enhanced budget allocation logic, increasing job applications by 10% while reducing cost per application by 20% - Led implementation of LLM-based automation for job ad creation, reducing processing costs by 99% - Rolled out a self-service reporting tool, enabling easy access to data for analysis - Acted as a data-driven product consultant for cross-functional teams, driving A/B testing and experimentation

* 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

* 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

* 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)

* 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

* SAP CRM customization for customer support call center and sales force automation * Process analysis * Front-end and back-end configuration

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

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

Process management, process modeling tools, usability engineering Thesis topic: “Application of Usability Methods to the Development of a Business Process Modeling Tool”.

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

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

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