Freelancer profile translated to English.

Description

As a Senior AI Solution Architect & Data Engineer, I support companies in building modern, scalable, and secure AI and data solutions – from technical architecture to productive implementation. With my many years of experience in AI, Cloud, Data Engineering, Web3, and Enterprise Application Development, I combine deep technical expertise with strategic understanding and clear delivery strength.

My focus is on:

AI Solution Architecture: Building end-to-end architectures, LLM integrations, RAG systems, automations, and AI-powered platforms.
Data Engineering & Cloud: Architecture & development of data platforms (PostgreSQL, Azure/AWS), pipelines, microservices, secure APIs, and scalable backend systems.
Web3 & Digital Innovation: Tokenization, wallet technologies, blockchain-based applications, and secure smart contract integrations.
Enterprise Consulting: Structured project approach, stakeholder management, roadmaps, governance, compliance-oriented implementation.

What sets me apart:

Combination of deep technical skill, strategic thinking, and clear communication.
Over 10 years of experience in software development, data architectures, and AI-driven digital products.
Lecturer & Trainer in Artificial Intelligence, Data Analysis, and Modern Software Development – thus excellent ability to convey complex topics clearly and understandably.
High implementation speed, structured working method, modern standards (DevOps, Docker, CI/CD, Clean Architecture).

I support start-ups and SMEs with:

Building and modernizing data-driven platforms
Developing productive AI solutions
Architecture and infrastructure consulting
Implementation of complete digital products from concept to go-live

If you are looking for someone who combines technical excellence with business understanding and builds solutions that truly work – let's talk.

Languages

German
Native or bilingual
English
Fluent
French
Basic

Workplace preferences

Can work on-site

Nürnberg (up to 50km)

DigiOnko
Solution Architect & Project Management
HEALTH AND WELLNESS
March 2021 - March 2022 (1 year)
Erlangen, Germany
• Design and build a scalable data platform for multimodal medical sensor data (imaging, wearables, findings).
• Architectural design for distributed, sensitivity-critical AI models (ML pipelines, monitoring, data validation).
• Implementation of a containerized infrastructure (Docker/Kubernetes) for secure deployment of analysis models near clinics.
• Stakeholder workshops with doctors, researchers, and ministries to derive functional requirements and system architecture.
• Leadership of an interdisciplinary team including doctoral candidates, data scientists, and developers.
IT Architecture AI Solution Architecture IT Strategy Data Analysis Data Science
Digital Twin
Lead Architect & Project Manager
SPORTS
January 2021 - January 2023 (2 years)
Erlangen, Germany
Conception of a backend-centric platform for fusing IMU sensor data, computer vision, and biometric streams.
Development of the architecture for high-frequency data pipelines (>1 million events/h) and creation of microservices in Python/Node.js.
Setup of a container infrastructure including automated deployment and monitoring.
Design of APIs & sync mechanisms between mobile and stationary systems (edge/cloud interoperability).
Product evaluation of XR components (Unity, VR interfaces) for interactive analysis in training and lab scenarios.
IT Architecture IT Strategy AI Solution Architecture Virtual Reality Data Analysis
BISS – Bindungsadaptive KI-Systeme im Sport
Solution Architect & Scientific Lead
SPORTS
January 2020 - January 2022 (2 years)
Erlangen, Germany
• Architecture of an AI system for adaptive evaluation of movement quality in professional and amateur sports.
• Modeling of data and integration architecture for wearable sensors, edge devices, and cloud backends.
• Development of machine learning models (PyTorch, scikit-learn) including feature pipelines and validation.
• Conception of APIs for further processing in coaching tools and training apps.
• Leadership of a team of ML researchers, developers, and sports scientists.
AI Solution Architecture IT Architecture Data Engineering & Cloud Architecture Data Science Data Visualisation