IBM SPSS Expert in Munich

• Defined the vision, strategy, and roadmap of AI-powered analytics products, ensuring they met the business needs of Sales, Marketing, Finance, and executive teams across Europe.
• Collected business requirements, prioritized AI product features, and led Agile development of forecasting and analytics solutions. Defined product specifications, user stories, and acceptance criteria to ensure successful delivery.
• Collaborated with business stakeholders, Product Owners, data scientists, ML engineers and software engineers to transform AI models into scalable business products and integrate AI insights into operational workflows.
• Designed and implemented Generative AI solutions leveraging Large Language Models (LLMs) to automate reporting and enable natural-language querying of enterprise data, reducing manual effort by approximately 30%.
• Defined product goals and success metrics, tracked product performance and user adoption, and continuously improved the product based on user feedback and business results.
• Established data governance, master data quality and reporting standards across SQL, BigQuery and Power BI environments to ensure reliable, secure and scalable analytics.

• Migration of existing data jobs from Cognos Data Manager to Tibco/IBI Datamigrator
• Migration data jobs parametrisation for dynamic runs
• Optimisation and cutting-back
• Regression tests
• Knowledge transfer and documentation

• Interim COO / CPO at a healthcare startup with digital therapy products for urology patients
• Interim Head of TA DACH at a fintech scale-up with treasury management software
• Developed new career models at a large insurance company
• Product & UX/UI design, website development for a real estate startup

Study Contract Manager (SCM) for the global CRO Thermo Fisher GmbH in cooperation with the global pharmaceutical company Astra Zeneca in the department of Cell Therapy Clinical Operations

Following activities are included:

• Adapt global templates of agreements to local use in accordance with local requirements and SOPs.
• Develop and negotiate clinical site budgets based on Fair Market Value.
• Negotiate agreement language and budget with clinical study sites.
• Act as point of contact and interface with Legal if necessary to ensure integrity of contracts.
• For each agreement maintain the status of agreement, budgets, issues, payments, any amendments for the duration of the study, and communications with internal and external sources
• Ensure final contract documents are consistent with agreements reached at negotiations.
• Ensure all agreements are executed in a timely manner contributing to efficient site start-up timelines.
• Support internal and external audit activities.
• Ensure compliance with AstraZeneca's Code of Conduct and company policies and procedures relating to people, finance, technology and security.
• Ensure that all contracts are included in the TMF
• Support preparation and negotiation of a Local Master Service Agreement
• Contribute to process improvements, knowledge transfer and best practice sharing.

• Strategic consultancy international B2B event management
• Development and controlling of a global trade show yearly plan (20+ countries)
• Development and global implementation of guidelines for trade shows and events
• Development of a consistent B2B trade show design as well as an event information hub
• Internal and external communication, content creation and social media marketing

• Cost optimization project for a PE-backed company in the elderly care sector which included identifying key line items, conducting a contract comparison of the current suppliers in each category as well as developing future supplier selection and negotiation strategy.

Led end-to-end recruitment

• Performance optimization and centralization of reporting by creating data models using SSMS (SQL) & SSAS (DAX) and integrating data via SSIS
• Optimizing and extending the current PowerBI dataset (in parallel until the SSAS data model is ready)
• Expanding current reports (migrating reporting to SSAS source after building the SSAS data model)
• Conducting regression analyses, cohort analyses, price/quantity analyses, and strategy project success analyses
• Training internal team members

• Concept creation and implementing AI Agents in AWS Cloud
• Continuously alignment with stakeholders
• Collaborate with DevOps
• Technologies: Git, CI/CD (GitHub Actions), Python/ML, Streamlit, Deno/typescript, AWS SAM, AWS Bedrock, AWS Lambda, AWS Dynamo DB, AWS S3, AWS Event Bridge etc.

• Delivered AI-driven business and marketing strategies to global clients across various sectors.
• Supported small businesses and entrepreneurs with social media content creation, web design, UX/UI improvements, and digital marketing strategies.
• Automated analytics workflows and developed dashboards to monitor campaign performance and engagement metrics.
• Helped clients enhance their digital presence by combining creative storytelling with measurable insights.
• Advised on AI integration in marketing workflows to boost productivity and creative efficiency.

• Audit and interpretation of monthly and quarterly financial statements
• Support for multi-year planning
• Development of monthly reporting
• Ad hoc tasks for sales, auditors and management
• P&L, balance sheet and cash flow analysis
• Supervision of the intellectual properties project

• Project Management Consulting; focus on Agile, Scrum, SaFe and Lean methodologies
• Process optimization according to Lean & Six Sigma
• Coaching on Project and Process Management
• Interim Management for leading roles in Program Management and Customer Operations

• Explored the impact of neural network structure on network-inspired kernels, such as Neural Tangent Kernel (NTK).
• Demonstrated through theoretical analysis and empirical studies that the RKHS of NNGP is a subspace of NTK.
• Explored the connections between these kernels and the Matérn family.

• Current engagement: ERP implementation (Microsoft Dynamics365) for a global Automotive Supplier