Technical Consultant in Germany

Digitalization of real places with 3D/LiDAR scans to make spatial data usable for AI applications and derive concrete use cases and prototypes from it.

• Digital capture of real places as a basis for faster planning and analysis
• Browser-based access to 3D data for easier use and coordination
• Turning spatial data into concrete use cases, prototypes, and AI training scenarios
• Planning basis for urban development and other digital future applications

Keywords: LiDAR, 3D scan, AI, use cases, AI training, prototyping, Python, web development, data models, architecture

• Architected an open clinical framework for digitalization in pharma and clinical software development.
• Developed a minimum viable product (MVP) for the framework, applying agile methodologies and rapid prototyping best practices while ensuring GxP validation and HIPAA compliance.

• As-is assessment of the current network infrastructure and its documentation, including on-site inspections
• Independent planning of new distribution and main distribution rooms in the individual district offices (components used, rack layout, connectivity), considering the BSI IT-Grundschutz and InfoSic requirements
• Planning of new copper and fiber optic cabling, including patch panels
• Coordination with building services engineering (TGA) to ensure compliance with relevant on-site requirements
• Development of detailed execution plans and high-level concepts for the rollout of the new infrastructure
• Additional support after the components go live (hypercare phase)
• Regular communication with project management and client stakeholders

• Engaged by MILLA Group (autonomous shuttle manufacturer) to integrate and harden a safety-critical AD stack toward production: audited the architecture across perception, HD mapping, and positioning, and delivered a gap analysis with remediation roadmap.
• Lead root-cause analysis of sensor failures across a deployed shuttle fleet; shipped remediation in a versioned AD release and drove vehicle-level field validation at multiple operational sites.
• Design and implement interfaces between perception, localization, and vehicle systems in C++; identify integration risks and drive resolution of cross-subsystem technical issues across the AD stack.
• Standardized the client's software development lifecycle by introducing Agile workflows and CI/CD pipelines, shortening integration and validation cycles.

• Innovation/pilot project eHealth Germany
• SaaS company in the media sector, NRW
• Secure software development lifecycle, NRW
• BSI IT baseline protection assessments for multiple clinics

• Engaged business stakeholder to define levels 1, 2 3 & 4 processes.
• Engaged stakeholders to model the As-IS & To-Be business processes in Seeds Processing, Quality Management onto SAP Signavio.
• Identified and highlighted integration points between plant-to-Stock processes and other process areas such as finance and controlling.
• Documented business requirements as user Stories in Jira and categorized each user story as either Gap or Fit.
• Configured and demonstrated Variant Configuration in SAP PP to process owners and stakeholders as proposed solution to satisfy business requirements.
• Proposed workarounds or enhancements to meet requirements that are categorized as gaps.
• Planned the Sprints for Plan-to-Stock, assign and monitor the progress being made in completing user Stories for the active Sprint.
• Created the following PP Variant Configuration master data: Class of Class type 300, Configurable material of material type KMAT, Material variants of material type FERT & assigned the KMAT material to each FERT Material Variant, Super BOM & linked the Super BOM of the configurable material to FERT material variants, Routing and Production version for KMAT material.
• Reviewed list of custom reports currently in use in ECC and identified S4Hana standard analytical reports that satisfies these custom reporting requirements.

Conceptual design and implementation of a modular customer portal based on Laravel.

The focus was on defining a maintainable system architecture with broad use of Domain-Driven Design principles (within the Laravel architecture), introducing automated quality assurance processes (test strategy, CI integration), and preparing an auditable operation (logging, traceability of changes) in an AWS-based infrastructure, taking IT security standards according to NIST and process requirements according to ISO 9001 into account.

Achievements:

• Analysis and structuring of business requirements in close coordination with stakeholders
• Documentation of the system architecture and infrastructure incl. change and release management
• Design and implementation of an interface for integrating SAP systems
• Planning and implementation of automated tests for quality assurance
• Implementation of security and compliance requirements, including SBOM generation, software license management, and QA processes
• Technical consulting and support for the internal IT team
• Introduction and establishment of AI-supported development processes (Spec-Driven Development), including AI-readable specifications, integration of AI instructions into the development environment, and training developers for productive use

Technologies and tools: SAP, Docker, ddev, PHP 8.4, Laravel, Filament, C4 Model, Architecture Decision Records (ADR), Mermaid, PlantUML, Spec-Driven Development, Claude, GitHub Copilot, Codex

• Delivered ML pipelines for OCR, semantic search, and computer vision
• Integrated Azure AI Agents and GPT workflows for automation and QA
• Deployed cloud-based FastAPI services with scalable architecture
• Created integration docs and advised on LLM production readiness

Evaluate high-impact manuscripts for scientific rigor, methodology, and clarity. Provide constructive, detailed feedback to international research teams on environmental sustainability and agro-ecology.

Consulting and prototype work on AI voice and multilingual agent systems, using AI-assisted delivery across realtime translation prototypes, call-centre automation, and voice-to-voice consultation workflows.

• Built and advised on AI voice / agentic conversation prototypes, including realtime translation and consumer-facing consultation experiences.
• Worked across call-centre automation, voice UX, product architecture, implementation tradeoffs, and prototype development.

Project: Frontend relaunch Campus Events

• Technical responsibility for the design and step-by-step implementation of the frontend relaunch of an existing event management platform, in close coordination with product and business teams.
• As-is analysis and stakeholder interviews as the basis for the target picture and the evaluation of possible solution approaches.
• Building a modular, extensible frontend architecture with a clear separation between theming and template structure - the basis for independent further development of individual areas.
• Implementation in parallel with the existing frontend for a low-risk, gradual transition without interrupting operations.

Technologies: PHP, Symfony 7, Bootstrap 5, CSS, JavaScript

• Development of a scalable operating model and commercial concept
• Analysis of market, positioning, revenue, governance, and implementation
• Development of target picture, service model, and go-to-market strategy

Technical and commercial risk assessment for an investment project in the hardware sector (scaling potential, liability risks, operational processes) Process consulting for two SMEs in the engineering environment, focusing on workflow digitization, PLM