Twelve engagements since 2017 across AI, cloud, data and DevOps, including Porsche, Boehringer Ingelheim and Dialpad. My journey includes a B.Sc. in Applied Informatics, an M.Sc. in Computer Engineering, and roles as first employee, team lead, co-founder and CTO, senior consultant, and senior IT freelancer since 2021.
AI technical advisor to the Telephony Engineering division, and hands-on on AI products. Building MCP-based tooling for text and voice agents: authoring, integrations, authentication, and tests of agent behavior, latency and task completion. Helping Dialpad's engineers adopt QualityLayer and work well with Claude Code and Codex, through workshops, labs and pair programming.
Voice & text agents · MCP · Claude Code · Codex · QualityLayer
Data integration and document search for Germany's government-subsidised fibre expansion in Baden-Württemberg. ETL pipelines bring CRM and ERP data into a medallion-architecture data lake. Address validation runs event-driven and serverless on AWS. The AI search uses Amazon Bedrock Knowledge Bases, OpenSearch Serverless and reranking.
AWS Bedrock · OpenSearch Serverless · Glue · EventBridge · CDK
An AI agent platform using retrieval-augmented generation (RAG) for clinical data. Set up CI/CD for the LLM applications with CDK and Jenkins. Added tracing, testing and evaluation so the agents run reliably, and designed the workflow orchestration for enterprise data sources.
LangGraph · Bedrock · LangSmith · LangFuse · pgvector
Optimised the data lakehouse built on Airflow, Spark and Dremio for faster queries at lower cost. Moved infrastructure management to Terraform, stabilised the Kubernetes cluster with monitoring and autoscaling, and redesigned the ETL pipelines behind retail analytics.
EKS · Terraform · Airflow · Spark · Delta Lake
An analytics platform for clinical trials that shortened operational decisions. Python microservices for trial data, AWS CDK infrastructure and ETL pipelines feed it. Specialised LLMs, fine-tuned and deployed, answer complex clinical questions.
Azure OpenAI · LangChain · FastAPI · AWS Glue · PySpark
The company-wide identity and data management platform, unifying access for millions of users across business units. Event-driven microservices handle high-volume transactions at low latency. A rebuilt Databricks and Delta Lake architecture and streaming pipelines give publishing teams near real-time data.
Kafka · Databricks · EKS · DynamoDB · GraphQL
Cloud-native infrastructure for connected vehicles at high availability. Real-time data processing for customer insights, machine learning pipelines for preference prediction, and infrastructure as code for faster releases, in a SAFe agile release train.
SageMaker · Step Functions · EMR · Glue · CDK
A full-stack IoT data platform for sensor data from carbon-capture plants. Time-series analytics on Azure Databricks, a low-code annotation tool for machine learning labels, and automated pipelines that measure capture performance.
Azure IoT Hub · Databricks · Event Hub · PostgreSQL
The infrastructure-as-code blueprint for moving from on-premise to AWS. A secure multi-account network, serverless deployments through CI/CD, and DevOps practices that made developers faster and infrastructure cheaper.
Transit Gateway · Terraform · Terragrunt · EventBridge
Co-founded the company and led technical development of its IoT mobility platform. A serverless AWS backend scales with traffic, machine learning detects vehicles, and edge computing keeps analytics real-time on limited bandwidth. The company has since scaled to 250 people across five countries.
Lambda · Fargate · TensorFlow · Nvidia Jetson · C++
Led development of an AI-based authentication system for parking facilities and an IoT radar system that detects free parking spaces in real time. As team lead, introduced agile processes across the embedded team.
ANPR · YOLO · LoRaWAN · ARM Cortex · AWS IoT Core
First engineer. Built a computer vision framework for industrial safety, with models that detect human states and behaviour in real environments, and optimised deep learning inference for low-power edge devices.
TensorFlow · PyTorch · OpenCV · CUDA · TensorRT
