IT Freelancer | Cloud, DevOps & IoT
Aktualisiert am 24.07.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.08.2026
Verfügbar zu: 80%
davon vor Ort: 100%
Cloud
DevOps
Internet of Things
Python
JavaScript
Serverless
AWS
Azure
Terraform
PostgreSQL
Data Warehouse
Data Lake
Pipelines
Monitoring
Startup
Agile Entwicklung
SQL
Docker
German
native
English
fluent

Einsatzorte

Einsatzorte

München (+100km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

5 Monate
2026-02 - heute

Technical AI consulting for telephony engineering

Senior AI Engineer and Technical Advisor (Freelancer) Claude Code MCP Hooks ...
Senior AI Engineer and Technical Advisor (Freelancer)
Served as a technical AI consultant for Telephony Engineering; designed and implemented a program focused on "agentic-first" approaches to enhance software development capabilities across multiple development teams. Developed reusable workflows?including playbooks and agent scripts?for "Plan-Implement-Test-Verify" development cycles. Conducted hands-on training, workshops, and pair-programming coaching sessions on AI-powered coding tools and context management methods for large-scale codebases.
Claude Code MCP Hooks Quality LLM Prompt RAG Vector Stores Codebase Embeddings CI/CD Integration Agentic Loops PR Automation Workshops Hands-On Labs Training
Dialpad
7 Monate
2025-07 - 2026-01

enterprise-wide platform for data integration and intelligent document search

Senior AI, Data and Cloud Engineer (Freelancer) AWS Bedrock Vector Embeddings OpenSearch Serverless ...
Senior AI, Data and Cloud Engineer (Freelancer)
Architected and implemented an enterprise-grade data integration and intelligent document search platform for Germany's government-subsidized fiber optic expansion program in Baden-Württemberg. Built ETL pipelines aggregating multi-source data from CRM and ERP systems into a centralized data lake with medallion architecture. Implemented address validation using event-driven serverless architecture on AWS. Designed an AI-powered search engine using Amazon Bedrock Knowledge Bases with vector embeddings, OpenSearch Serverless and Reranking.
AWS Bedrock Vector Embeddings OpenSearch Serverless Python EventBridge Step Functions AWS Glue RDS PostgreSQL S3 Data Lake Parquet AWS CDK TypeScript Terraform CI/CD ECS
OEW Breitband GmbH
8 Monate
2024-11 - 2025-06

Design and implementation of an AI agent platform

Senior AI, Data and Cloud Engineer (Freelancer) Python LangGraph Bedrock ...
Senior AI, Data and Cloud Engineer (Freelancer)
Architected and implemented an enterprise-grade AI Agent Platform leveraging Retrieval Augmented Generation (RAG) architecture to enhance clinical data insights. Established robust CI/CD pipelines for LLM applications using CDK and Jenkins, significantly reducing deployment times. Implemented comprehensive observability solutions that increased agent reliability across pharmaceutical environments. Designed scalable AI workflows with advanced orchestration that optimized context handling for enterprise data sources.
Python LangGraph Bedrock Smolagents Streamlit Tracing Testing Evaluation LangSmith LangFuse AWS CDK Terraform Typescript Jenkins OpenSearch pgvector PDF Extraction
Boehringer Ingelheim
4 Monate
2024-07 - 2024-10

Optimization of the data lakehouse architecture based on Airflow, Spark, and Dremio

Senior Cloud, Data and DevOps Engineer (Freelancer) AWS EKS Helm Grafana ...
Senior Cloud, Data and DevOps Engineer (Freelancer)
Optimized the company's Data Lakehouse architecture built on Airflow, Spark and Dremio, substantially improving query performance and reducing operational costs. Transformed infrastructure management with Terraform-based automation, minimizing deployment errors. Enhanced Kubernetes cluster stability through advanced monitoring and autoscaling, decreasing system downtime. Redesigned ETL pipelines for increased reliability, ensuring consistent completion of mission-critical data flows supporting retail analytics.
AWS EKS Helm Grafana Prometheus Autoscaling Terraform AWS CDK GitOps CI/CD Airflow EMR Spark PySpark Python Delta Lake CloudWatch Elastic Stack AlertManager
Marc O'Polo
1 Jahr 3 Monate
2023-04 - 2024-06

Analysis platform for clinical trials

Senior AI, Cloud, Data and DevOps Engineer (Freelancer) Fine-Tuning LangChain Azure OpenAI ...
Senior AI, Cloud, Data and DevOps Engineer (Freelancer)
Developed an analytics platform for clinical trials that reduced operational decision time and improved trial efficiency. Engineered scalable Python microservices that processed complex trial data with high reliability. Implemented AWS CDK infrastructure that automated deployment tasks and optimized cloud resources. Created efficient ETL pipelines that transformed raw clinical data into actionable insights. Trained and deployed specialized LLMs that answered complex clinical queries, supporting critical decision-making processes.
Fine-Tuning LangChain Azure OpenAI FastAPI OpenAPI Pydantic Open-/ElasticSearch AWS CDK Typescript Cloudformation AWS Glue Step Functions Pandas PySpark Airflow
Boehringer Ingelheim
1 Jahr 1 Monat
2022-03 - 2023-03

Development and implementation of an enterprise-wide identity and data management platform

Senior Cloud, Data and DevOps Engineer (Freelancer) Node.js Asynchron Kafka ...
Senior Cloud, Data and DevOps Engineer (Freelancer)
Engineered and deployed the company-wide identity and data management platform that unified access across multiple business units and millions of users. Architected event-driven microservices with Go that processed high-volume transactions with low latency. Revamped data architecture using Databricks and Delta Lake, improving analytics performance considerably. Implemented streaming data pipelines that reduced data processing time, enabling near real-time decision making for digital publishing operations.
Node.js Asynchron Kafka SQS GraphQL EKS ArgoCD Lambda Jenkins CloudFront S3 DynamoDB RDS ElastiCache MongoDB PostgreSQL Databricks PySpark Python Airflow IAM Cognito GDPR KMS Secrets Manager
Hubert Burda Media
7 Monate
2021-08 - 2022-02

Development and implementation of a scalable cloud-native infrastructure

Senior AI, Data and Cloud Engineer (Freelancer) Glue Athena Step Functions ...
Senior AI, Data and Cloud Engineer (Freelancer)
Designed and implemented cloud-native infrastructure that scaled to support connected vehicles with high availability. Built real-time data processing services that significantly reduced analytics latency, enabling timely customer insights. Developed machine learning pipelines that improved customer preference prediction, driving personalized experiences. Implemented infrastructure-as-code practices that accelerated deployment cycles, supporting rapid innovation for digital services under the SAFe ART framework.
Glue Athena Step Functions Lambda Sagemaker CDK Terraform CloudFormation Python Java Spring Boot REST API Gateway Kubernetes EKS ECS Fargate Docker ECR PySpark EMR
Porsche
5 Monate
2021-03 - 2021-07

Design of a Full-Stack IoT Data Platform

Senior Cloud, Data and DevOps Engineer (Consultant) Functions Data Lake Event Hub ...
Senior Cloud, Data and DevOps Engineer (Consultant)
Architected a full-stack IoT data platform that processed environmental metrics from numerous sensors with high reliability. Implemented real-time analytics of time-series data using Azure Databricks that improved carbon capture optimization processes. Developed a low-code annotation interface that enhanced data labeling efficiency, accelerating machine learning model development. Created automated data pipelines that enabled precise measurement of carbon capture performance, supporting the company's climate impact goals.
Functions Data Lake Event Hub Key Vault Entra PostgreSQL Time-Series Blob Storage Databricks PySpark Python Delta Lake Azure IoT Hub IoT Edge Device Provisioning Service
Climeworks
7 Monate
2020-08 - 2021-02

Development of a blueprint architecture for Infrastructure-as-Code

Senior Cloud, Data and DevOps Engineer (Consultant) VPC Transit Gateway Direct Connect ...
Senior Cloud, Data and DevOps Engineer (Consultant)
Created a blueprint infrastructure-as-code architecture that accelerated the company's cloud migration from on-premise to AWS. Designed and implemented secure network architecture with multi-account strategy that substantially improved security posture. Automated serverless deployments with CI/CD pipelines, significantly reducing release cycles. Established DevOps best practices that enhanced developer productivity and optimized infrastructure costs, supporting the company's digital transformation.
VPC Transit Gateway Direct Connect VPN Route53 IAM GuardDuty Security Hub CloudTrail API Gateway SQS SNS EventBridge Python DynamoDB Terraform Terragrunt AWS CDK YAML HCL
Marc O'Polo
1 Jahr 1 Monat
2019-07 - 2020-07

Technical development of an IoT mobility platform

Chief Technology Officer (CTO and Co-Founder) AWS Lambda API Gateway ECS ...
Chief Technology Officer (CTO and Co-Founder)
Co-founded and led technical development of an IoT mobility platform that processed real-time, time-series data from numerous devices with low latency. Architected a serverless AWS backend that scaled automatically to handle traffic spikes while maintaining cost efficiency. Implemented machine learning algorithms that improved vehicle detection accuracy, creating competitive advantage in the mobility market. Designed an edge computing solution that reduced cloud data transfer, enabling real-time analytics in bandwidth-constrained environments.
AWS Lambda API Gateway ECS Fargate SQS Terraform AWS CDK Serverless Framework TensorFlow PyTorch Computer Vision Python Nvidia Jetson ARM C++ OpenCV Embedded Linux
on request
1 Jahr 4 Monate
2018-03 - 2019-06

Development of an AI-powered authentication system for parking facilities

Head of Embedded Systems and IoT Engineer TensorFlow OpenCV OpenVINO ...
Head of Embedded Systems and IoT Engineer
Led development of an AI-powered authentication system for parking facilities that increased security while reducing operational costs. Architected an IoT radar system for real-time parking space detection with high accuracy, surpassing market alternatives. Designed cloud connectivity solutions that maintained robust uptime even in challenging network environments. As team lead, implemented agile processes that increased development velocity and improved product quality, directly contributing to new enterprise contracts.
TensorFlow OpenCV OpenVINO ANPR YOLO MQTT Bluetooth LoRaWAN LTE-M NB-IoT OTA C/C++ ARM Cortex RTOS Embedded Linux AWS Lambda Python IoT Core DynamoDB
ParkHere GmbH
Munich
6 Monate
2017-09 - 2018-02

Development of a groundbreaking computer vision framework

Machine Learning, Computer Vision and IoT Engineer TensorFlow Keras PyTorch ...
Machine Learning, Computer Vision and IoT Engineer
Developed pioneering computer vision framework for industrial safety that reduced workplace accidents in pilot deployments. Engineered AI models that detected human emotional states and behaviors with high accuracy in real-world environments. Optimized deep learning inference for edge devices, achieving smooth performance on low-power hardware. Created modular architecture that enabled rapid customization for diverse industrial applications, accelerating product market fit and customer adoption.
TensorFlow Keras PyTorch CNN RNN LSTM OpenCV Pose Estimation Face Recognition Nvidia Jetson TensorRT Coral TPU Model Optimization AWS Model Training Data Storage OTA Updates Python C++ CUDA Git Docker PyTest
Bleenco GmbH
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 1 Monat
2015-09 - 2017-09

Studie - Embedded Systems

Master of Science, HS Pforzheim
Master of Science
HS Pforzheim
Design and Implementation of Complex Embedded Systems
3 Jahre 6 Monate
2012-03 - 2015-08

Studie - Applied Informatics

Bachelor of Science, HS Ravensburg-Weingarten
Bachelor of Science
HS Ravensburg-Weingarten
Focus on Automation Engineering and Information Networks

Position

Position

IT Freelancer - AI | Data | Cloud | DevOps

Kompetenzen

Kompetenzen

Top-Skills

Cloud DevOps Internet of Things Python JavaScript Serverless AWS Azure Terraform PostgreSQL Data Warehouse Data Lake Pipelines Monitoring Startup Agile Entwicklung SQL Docker

Schwerpunkte

  • Agentic Engineering
  • Context Engineering
  • LLM Operations (LLMOps)
  • MLOps & AI Infrastructure
  • Enablement & Coaching

Aufgabenbereiche

  • Software Delivery
  • PR Automation
  • Context Optimization
  • Prompt Engineering

Produkte / Standards / Erfahrungen / Methoden

  • Claude Code
  • MCP (Model Context Protocol)
  • Hooks
  • RAG
  • Vector Stores / Vector Databases
  • Codebase Embeddings
  • Agentic Loops
  • Amazon Bedrock
  • OpenSearch Serverless
  • Reranking
  • LangGraph
  • Smolagents
  • Streamlit
  • LangSmith
  • LangFuse
  • pgvector
  • PDF Extraction
  • LangChain
  • Azure OpenAI
  • Iceberg
  • Fine-Tuning

Major Tech Skills
  • Cloud (AWS)
    • Multi-Account Strategy, Event-Driven, Microservices, Serverless, Integration & APIs, Security & Governance, MLOps & AI Infrastructure
  • AI (LLMs & Agents)
    • Bedrock, LangChain, LangGraph, RAG, Embeddings, Vector Databases, Context Optimization, Evaluation, Deployment, Prompt Engineering, Testing
  • Data & DevOps
    • ETL, SQL, Databases, Data Pipelines, Data Lakehouse, (Py)Spark, Databricks, Iceberg, Delta Lake, Athena, Glue, AWS CDK, Terraform, CICD, Kubernetes

Working Experience
08/2021 ? today
Senior IT Freelancer (Self-Employed) in Munich (Germany)
As an independent senior IT freelancer, the candidate supports teams in adopting agentic engineering, AI-driven architectures, and modern cloud platforms. His approach combines strategic foresight with practical execution: he provides consulting, designs architectures, and handles technical implementation. A certified expert with extensive know-how in cloud, data, DevOps, and AI?and deep specialization in agent-based systems?he bridges the gap between strategic vision and technical realization.

08/2020 ? 07/2021
Senior IT Consultant
Netlight GmbH, Munich (Germany)
At Netlight, the candidate worked as a Senior IT Consultant, specializing in the design and implementation of cloud architectures. He drove strategic DevOps transformations and developed IoT platforms for large enterprises across a wide range of industries. His consulting approach combined technical excellence with business-oriented results.

07/2019 ? 07/2020
CTO & Co-Founder
Firmname on request, ?Munich (Germany)
As co-founder and CTO, the candidate oversaw all technical aspects?from the initial concept to market launch. He designed a serverless AWS platform for IoT device management, developed the edge computing stack for ML inference, and defined the technical roadmap. His responsibilities encompassed both building the engineering team and selecting the technology.

03/2018 ? 06/2019
Software Engineer & Team Lead
ParkHere GmbH, Munich (Germany)
At this company, the candidate led the IoT development team and developed innovative smart parking solutions. He designed the architecture for cloud-connected sensor networks, devised ML-based vehicle detection systems, and developed robust embedded firmware for demanding outdoor environments. His technical leadership enabled increased product reliability and the scaling of the solution across numerous enterprise deployments.

09/2017 ? 02/2018
Software Engineer
Bleenco GmbH, Munich (Germany)
Here, the candidate developed a modular computer vision framework for workplace safety applications. He designed AI models for analyzing human behavior, recognizing emotions, and detecting anomalies, all optimized for edge deployment. His work formed the foundation of the company?s core technology platform and enabled its rapid implementation across a wide range of industrial environments.

Branchen

Branchen

  • Telecommunications
  • Pharmaceutical
  • E-Commerce / Retail
  • Publishing / Media
  • Automotive
  • Energy / Climate
  • Mobility
  • Artificial Intelligence

Einsatzorte

Einsatzorte

München (+100km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

5 Monate
2026-02 - heute

Technical AI consulting for telephony engineering

Senior AI Engineer and Technical Advisor (Freelancer) Claude Code MCP Hooks ...
Senior AI Engineer and Technical Advisor (Freelancer)
Served as a technical AI consultant for Telephony Engineering; designed and implemented a program focused on "agentic-first" approaches to enhance software development capabilities across multiple development teams. Developed reusable workflows?including playbooks and agent scripts?for "Plan-Implement-Test-Verify" development cycles. Conducted hands-on training, workshops, and pair-programming coaching sessions on AI-powered coding tools and context management methods for large-scale codebases.
Claude Code MCP Hooks Quality LLM Prompt RAG Vector Stores Codebase Embeddings CI/CD Integration Agentic Loops PR Automation Workshops Hands-On Labs Training
Dialpad
7 Monate
2025-07 - 2026-01

enterprise-wide platform for data integration and intelligent document search

Senior AI, Data and Cloud Engineer (Freelancer) AWS Bedrock Vector Embeddings OpenSearch Serverless ...
Senior AI, Data and Cloud Engineer (Freelancer)
Architected and implemented an enterprise-grade data integration and intelligent document search platform for Germany's government-subsidized fiber optic expansion program in Baden-Württemberg. Built ETL pipelines aggregating multi-source data from CRM and ERP systems into a centralized data lake with medallion architecture. Implemented address validation using event-driven serverless architecture on AWS. Designed an AI-powered search engine using Amazon Bedrock Knowledge Bases with vector embeddings, OpenSearch Serverless and Reranking.
AWS Bedrock Vector Embeddings OpenSearch Serverless Python EventBridge Step Functions AWS Glue RDS PostgreSQL S3 Data Lake Parquet AWS CDK TypeScript Terraform CI/CD ECS
OEW Breitband GmbH
8 Monate
2024-11 - 2025-06

Design and implementation of an AI agent platform

Senior AI, Data and Cloud Engineer (Freelancer) Python LangGraph Bedrock ...
Senior AI, Data and Cloud Engineer (Freelancer)
Architected and implemented an enterprise-grade AI Agent Platform leveraging Retrieval Augmented Generation (RAG) architecture to enhance clinical data insights. Established robust CI/CD pipelines for LLM applications using CDK and Jenkins, significantly reducing deployment times. Implemented comprehensive observability solutions that increased agent reliability across pharmaceutical environments. Designed scalable AI workflows with advanced orchestration that optimized context handling for enterprise data sources.
Python LangGraph Bedrock Smolagents Streamlit Tracing Testing Evaluation LangSmith LangFuse AWS CDK Terraform Typescript Jenkins OpenSearch pgvector PDF Extraction
Boehringer Ingelheim
4 Monate
2024-07 - 2024-10

Optimization of the data lakehouse architecture based on Airflow, Spark, and Dremio

Senior Cloud, Data and DevOps Engineer (Freelancer) AWS EKS Helm Grafana ...
Senior Cloud, Data and DevOps Engineer (Freelancer)
Optimized the company's Data Lakehouse architecture built on Airflow, Spark and Dremio, substantially improving query performance and reducing operational costs. Transformed infrastructure management with Terraform-based automation, minimizing deployment errors. Enhanced Kubernetes cluster stability through advanced monitoring and autoscaling, decreasing system downtime. Redesigned ETL pipelines for increased reliability, ensuring consistent completion of mission-critical data flows supporting retail analytics.
AWS EKS Helm Grafana Prometheus Autoscaling Terraform AWS CDK GitOps CI/CD Airflow EMR Spark PySpark Python Delta Lake CloudWatch Elastic Stack AlertManager
Marc O'Polo
1 Jahr 3 Monate
2023-04 - 2024-06

Analysis platform for clinical trials

Senior AI, Cloud, Data and DevOps Engineer (Freelancer) Fine-Tuning LangChain Azure OpenAI ...
Senior AI, Cloud, Data and DevOps Engineer (Freelancer)
Developed an analytics platform for clinical trials that reduced operational decision time and improved trial efficiency. Engineered scalable Python microservices that processed complex trial data with high reliability. Implemented AWS CDK infrastructure that automated deployment tasks and optimized cloud resources. Created efficient ETL pipelines that transformed raw clinical data into actionable insights. Trained and deployed specialized LLMs that answered complex clinical queries, supporting critical decision-making processes.
Fine-Tuning LangChain Azure OpenAI FastAPI OpenAPI Pydantic Open-/ElasticSearch AWS CDK Typescript Cloudformation AWS Glue Step Functions Pandas PySpark Airflow
Boehringer Ingelheim
1 Jahr 1 Monat
2022-03 - 2023-03

Development and implementation of an enterprise-wide identity and data management platform

Senior Cloud, Data and DevOps Engineer (Freelancer) Node.js Asynchron Kafka ...
Senior Cloud, Data and DevOps Engineer (Freelancer)
Engineered and deployed the company-wide identity and data management platform that unified access across multiple business units and millions of users. Architected event-driven microservices with Go that processed high-volume transactions with low latency. Revamped data architecture using Databricks and Delta Lake, improving analytics performance considerably. Implemented streaming data pipelines that reduced data processing time, enabling near real-time decision making for digital publishing operations.
Node.js Asynchron Kafka SQS GraphQL EKS ArgoCD Lambda Jenkins CloudFront S3 DynamoDB RDS ElastiCache MongoDB PostgreSQL Databricks PySpark Python Airflow IAM Cognito GDPR KMS Secrets Manager
Hubert Burda Media
7 Monate
2021-08 - 2022-02

Development and implementation of a scalable cloud-native infrastructure

Senior AI, Data and Cloud Engineer (Freelancer) Glue Athena Step Functions ...
Senior AI, Data and Cloud Engineer (Freelancer)
Designed and implemented cloud-native infrastructure that scaled to support connected vehicles with high availability. Built real-time data processing services that significantly reduced analytics latency, enabling timely customer insights. Developed machine learning pipelines that improved customer preference prediction, driving personalized experiences. Implemented infrastructure-as-code practices that accelerated deployment cycles, supporting rapid innovation for digital services under the SAFe ART framework.
Glue Athena Step Functions Lambda Sagemaker CDK Terraform CloudFormation Python Java Spring Boot REST API Gateway Kubernetes EKS ECS Fargate Docker ECR PySpark EMR
Porsche
5 Monate
2021-03 - 2021-07

Design of a Full-Stack IoT Data Platform

Senior Cloud, Data and DevOps Engineer (Consultant) Functions Data Lake Event Hub ...
Senior Cloud, Data and DevOps Engineer (Consultant)
Architected a full-stack IoT data platform that processed environmental metrics from numerous sensors with high reliability. Implemented real-time analytics of time-series data using Azure Databricks that improved carbon capture optimization processes. Developed a low-code annotation interface that enhanced data labeling efficiency, accelerating machine learning model development. Created automated data pipelines that enabled precise measurement of carbon capture performance, supporting the company's climate impact goals.
Functions Data Lake Event Hub Key Vault Entra PostgreSQL Time-Series Blob Storage Databricks PySpark Python Delta Lake Azure IoT Hub IoT Edge Device Provisioning Service
Climeworks
7 Monate
2020-08 - 2021-02

Development of a blueprint architecture for Infrastructure-as-Code

Senior Cloud, Data and DevOps Engineer (Consultant) VPC Transit Gateway Direct Connect ...
Senior Cloud, Data and DevOps Engineer (Consultant)
Created a blueprint infrastructure-as-code architecture that accelerated the company's cloud migration from on-premise to AWS. Designed and implemented secure network architecture with multi-account strategy that substantially improved security posture. Automated serverless deployments with CI/CD pipelines, significantly reducing release cycles. Established DevOps best practices that enhanced developer productivity and optimized infrastructure costs, supporting the company's digital transformation.
VPC Transit Gateway Direct Connect VPN Route53 IAM GuardDuty Security Hub CloudTrail API Gateway SQS SNS EventBridge Python DynamoDB Terraform Terragrunt AWS CDK YAML HCL
Marc O'Polo
1 Jahr 1 Monat
2019-07 - 2020-07

Technical development of an IoT mobility platform

Chief Technology Officer (CTO and Co-Founder) AWS Lambda API Gateway ECS ...
Chief Technology Officer (CTO and Co-Founder)
Co-founded and led technical development of an IoT mobility platform that processed real-time, time-series data from numerous devices with low latency. Architected a serverless AWS backend that scaled automatically to handle traffic spikes while maintaining cost efficiency. Implemented machine learning algorithms that improved vehicle detection accuracy, creating competitive advantage in the mobility market. Designed an edge computing solution that reduced cloud data transfer, enabling real-time analytics in bandwidth-constrained environments.
AWS Lambda API Gateway ECS Fargate SQS Terraform AWS CDK Serverless Framework TensorFlow PyTorch Computer Vision Python Nvidia Jetson ARM C++ OpenCV Embedded Linux
on request
1 Jahr 4 Monate
2018-03 - 2019-06

Development of an AI-powered authentication system for parking facilities

Head of Embedded Systems and IoT Engineer TensorFlow OpenCV OpenVINO ...
Head of Embedded Systems and IoT Engineer
Led development of an AI-powered authentication system for parking facilities that increased security while reducing operational costs. Architected an IoT radar system for real-time parking space detection with high accuracy, surpassing market alternatives. Designed cloud connectivity solutions that maintained robust uptime even in challenging network environments. As team lead, implemented agile processes that increased development velocity and improved product quality, directly contributing to new enterprise contracts.
TensorFlow OpenCV OpenVINO ANPR YOLO MQTT Bluetooth LoRaWAN LTE-M NB-IoT OTA C/C++ ARM Cortex RTOS Embedded Linux AWS Lambda Python IoT Core DynamoDB
ParkHere GmbH
Munich
6 Monate
2017-09 - 2018-02

Development of a groundbreaking computer vision framework

Machine Learning, Computer Vision and IoT Engineer TensorFlow Keras PyTorch ...
Machine Learning, Computer Vision and IoT Engineer
Developed pioneering computer vision framework for industrial safety that reduced workplace accidents in pilot deployments. Engineered AI models that detected human emotional states and behaviors with high accuracy in real-world environments. Optimized deep learning inference for edge devices, achieving smooth performance on low-power hardware. Created modular architecture that enabled rapid customization for diverse industrial applications, accelerating product market fit and customer adoption.
TensorFlow Keras PyTorch CNN RNN LSTM OpenCV Pose Estimation Face Recognition Nvidia Jetson TensorRT Coral TPU Model Optimization AWS Model Training Data Storage OTA Updates Python C++ CUDA Git Docker PyTest
Bleenco GmbH
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre 1 Monat
2015-09 - 2017-09

Studie - Embedded Systems

Master of Science, HS Pforzheim
Master of Science
HS Pforzheim
Design and Implementation of Complex Embedded Systems
3 Jahre 6 Monate
2012-03 - 2015-08

Studie - Applied Informatics

Bachelor of Science, HS Ravensburg-Weingarten
Bachelor of Science
HS Ravensburg-Weingarten
Focus on Automation Engineering and Information Networks

Position

Position

IT Freelancer - AI | Data | Cloud | DevOps

Kompetenzen

Kompetenzen

Top-Skills

Cloud DevOps Internet of Things Python JavaScript Serverless AWS Azure Terraform PostgreSQL Data Warehouse Data Lake Pipelines Monitoring Startup Agile Entwicklung SQL Docker

Schwerpunkte

  • Agentic Engineering
  • Context Engineering
  • LLM Operations (LLMOps)
  • MLOps & AI Infrastructure
  • Enablement & Coaching

Aufgabenbereiche

  • Software Delivery
  • PR Automation
  • Context Optimization
  • Prompt Engineering

Produkte / Standards / Erfahrungen / Methoden

  • Claude Code
  • MCP (Model Context Protocol)
  • Hooks
  • RAG
  • Vector Stores / Vector Databases
  • Codebase Embeddings
  • Agentic Loops
  • Amazon Bedrock
  • OpenSearch Serverless
  • Reranking
  • LangGraph
  • Smolagents
  • Streamlit
  • LangSmith
  • LangFuse
  • pgvector
  • PDF Extraction
  • LangChain
  • Azure OpenAI
  • Iceberg
  • Fine-Tuning

Major Tech Skills
  • Cloud (AWS)
    • Multi-Account Strategy, Event-Driven, Microservices, Serverless, Integration & APIs, Security & Governance, MLOps & AI Infrastructure
  • AI (LLMs & Agents)
    • Bedrock, LangChain, LangGraph, RAG, Embeddings, Vector Databases, Context Optimization, Evaluation, Deployment, Prompt Engineering, Testing
  • Data & DevOps
    • ETL, SQL, Databases, Data Pipelines, Data Lakehouse, (Py)Spark, Databricks, Iceberg, Delta Lake, Athena, Glue, AWS CDK, Terraform, CICD, Kubernetes

Working Experience
08/2021 ? today
Senior IT Freelancer (Self-Employed) in Munich (Germany)
As an independent senior IT freelancer, the candidate supports teams in adopting agentic engineering, AI-driven architectures, and modern cloud platforms. His approach combines strategic foresight with practical execution: he provides consulting, designs architectures, and handles technical implementation. A certified expert with extensive know-how in cloud, data, DevOps, and AI?and deep specialization in agent-based systems?he bridges the gap between strategic vision and technical realization.

08/2020 ? 07/2021
Senior IT Consultant
Netlight GmbH, Munich (Germany)
At Netlight, the candidate worked as a Senior IT Consultant, specializing in the design and implementation of cloud architectures. He drove strategic DevOps transformations and developed IoT platforms for large enterprises across a wide range of industries. His consulting approach combined technical excellence with business-oriented results.

07/2019 ? 07/2020
CTO & Co-Founder
Firmname on request, ?Munich (Germany)
As co-founder and CTO, the candidate oversaw all technical aspects?from the initial concept to market launch. He designed a serverless AWS platform for IoT device management, developed the edge computing stack for ML inference, and defined the technical roadmap. His responsibilities encompassed both building the engineering team and selecting the technology.

03/2018 ? 06/2019
Software Engineer & Team Lead
ParkHere GmbH, Munich (Germany)
At this company, the candidate led the IoT development team and developed innovative smart parking solutions. He designed the architecture for cloud-connected sensor networks, devised ML-based vehicle detection systems, and developed robust embedded firmware for demanding outdoor environments. His technical leadership enabled increased product reliability and the scaling of the solution across numerous enterprise deployments.

09/2017 ? 02/2018
Software Engineer
Bleenco GmbH, Munich (Germany)
Here, the candidate developed a modular computer vision framework for workplace safety applications. He designed AI models for analyzing human behavior, recognizing emotions, and detecting anomalies, all optimized for edge deployment. His work formed the foundation of the company?s core technology platform and enabled its rapid implementation across a wide range of industrial environments.

Branchen

Branchen

  • Telecommunications
  • Pharmaceutical
  • E-Commerce / Retail
  • Publishing / Media
  • Automotive
  • Energy / Climate
  • Mobility
  • Artificial Intelligence

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