MATLAB Expert in Frankfurt

• Fundamentals of electronics measurement, electropneumatic circuits & protective measures according to DIN-VDE
• Installation, wiring and commissioning of PLC-controlled Systems

Statistical Forecasting Algorithm

• Improvement of an statistical probabilistic forecasting algorithm for sales + evaluation
• Migration from R/On-premise to Python/Snowflake
• Productionalization on Snowflake in cooperation with data engineers & DevOps

Monitoring Dashboard

• Data engineering for preparation & provisioning of necessary data/resources on Snowflake
• Development & deployment of a Streamlit dashboard in Snowflake

ML-based Probabilistic Forecasting on Vertex AI

• Development of a ML-based probabilistic forecasting algorithm from scratch
• Implementation of MLOps pipeline in Kubeflow on Google Cloud Vertex AI

Tech Stack: Python, Snowflake/Snowpark, R, Streamlit, Gitlab/Gitlab CICD, Terraform, Google Cloud, Vertex AI (aiplatform SDK, gcloud CLI, feature store, model registry, etc), kubeflow

• Responsibility for the further development of digital service products with a focus on customer value, profitability, and scalable growth
• Development and prioritization of the service product roadmap based on customer feedback, market analysis, financial evaluation, and technical feasibility
• Identification of new digital service opportunities as well as derivation of product requirements, feature priorities, and value propositions
• Alignment of product vision, roadmap, and user experience with product owners, center of competence, sales, service, and market organizations
• Support of go-to-market activities, market validations, and internal training for the successful launch of digital service offerings
• Use of data-based decision-making to assess customer needs, business model assumptions, and product progress

• Development, maintenance, and execution of „Regulatory Transaction Reporting“ (MiFIR & Dodd-Frank)
• Business and IT specification, testing, and business analysis in the banking systems environment of Summit, Murex, and Calypso, particularly in migration projects.
• Development, maintenance, and execution of P&L and risk reporting.
• Liaison between the business department and IT in an agile project environment.

• Supporting ongoing projects and subtasks
• Supporting the department in its daily operations
• Independently and responsibly managing specific projects and tasks within the company
• Supporting the team in collecting and evaluating data
• Creating measurement programs as well as work and test instructions
• Presenting measurement results to internal departments and external customers
• Analyzing and evaluating measurement data
• Creating technical documents and continuously updating them
• Bachelor's thesis: Concept for an illumination optic for the geometric characterization of preforms

• Software distribution to notebooks via Active Directory and image installation
• Support of iOS and Android devices, including switching from SIM to eSIM via QR code
• Scheduling appointments and setup during employees' initial registration
• Ticket processing via ServiceNow

• Advising on the use of analytics and BI tools and services in the Microsoft Azure stack (e.g. MS Fabric, Synapse Workspaces and dedicated SQL pools, SQL Database, PostgreSQL, Snowflake, Databricks, Data Factory, SSIS, Analysis Services, Function Apps, Power BI, ML)
• Independently designing analytics solutions with Python, SQL, etc.
• Designing and implementing ETLs and data pipelines
• Creating and maintaining APIs
• Independently applying CI/CD, testing, and version control
• Data modeling
• Model development and optimization
• Anomaly detection with AI
• Predictive analytics

Used technologies:

• Snowflake
• Fabric
• Azure Synapse Analytics
• Azure DataFactory
• Azure Data Lake
• Azure DevOps
• Databricks
• Spark
• CI/CD
• SQL Database
• Python
• Power Platform

• Systems & Requirements Engineering: Requirements elicitation, traceability, and change management across the V-model
• System-level responsibility for Active Sound and AVAS functions within hybrid and electric vehicle programs
• Definition, refinement, and maintenance of system and software requirements with strong focus on AVAS regulatory compliance
• Management of development backlog and user stories within SAFe PI cadence, ensuring clear acceptance criteria
• Analysis and assessment of change requests, including impact on system behavior and delivery timelines
• System interface between software development, vehicle integration, testing, and homologation stakeholders
• Coordination of system, software, and vehicle-level testing, including support of homologation-relevant validation activities
• Support of feature releases and integration across multiple vehicle platforms and variants
• Development and delivery aligned with ASPICE Level 2 processes and internal quality standards, including system and vehicle-level validation, test drive support, and homologation-relevant activities
• Ensuring functional safety (ISO 26262) and automotive cybersecurity (ISO 21434) compliance within system development contexts
• Compliance with ASPICE processes, EuroNCAP requirements, and vehicle-level regulatory and homologation constraints

• Business analysis of payments for the introduction of Wero EPI in Germany.
• Analysis and optimization of merchant processes in the context of acquiring and issuing.
• Analysis of interfaces for instant payments.
• Analysis of SCT-Inst processes, settlement mechanisms and reporting processes.
• Identification and clarification of gaps in merchant processes.
• Analysis and documentation of clearing and settlement processes.
• OSPlus process analysis and documentation.
• Coordination and alignment with scheme management as well as various payment service providers and financial institutions on merchant processes.
• Preparation and follow-up as well as active participation in EPI meetings on technical coordination and regulatory topics in payments, including content familiarization and prioritization.
• Preparation and documentation of project and steering committees in the EPI environment.
• Creation of status reports for the subproject.
• Maintenance and structuring of Confluence pages for project documentation.
• Coordination and alignment with the issuing teams on individual customer processes as well as aligning with bank processes and acquirer processes in the Wero environment.
• Communication with payment service providers regarding merchant and bank processes in the Wero environment.
• Organizational support for project management in special tasks in the EPI and Wero environment.
• Digital filing and documentation in Confluence and Microsoft Teams.
• Planning, implementation and tracking of work packages and steps.
• Quality assurance and project control.
• Consulting on IT strategy, IT architecture and interface management in the EPI and Wero environment.
• Technical environment: Jira, Confluence, XML, JSON, MS Office (Word, Excel, Teams, PowerPoint), SharePoint, Draw.io, Innovator, 3rd-level support, ITIL, creation and updating of software documentation, interface management, OSPlus, Scrum, KYC, payment, European Payments Initiative (EPI), Wero, Microsoft Loop, Instant Payments, SCT-Inst.

• Developing and implementing new reporting requirements based on Oracle DWH with various business intelligence systems (SAP Business Objects and Birt-Eclipse)