
Max Ritter
@maxritter
Senior freelance software engineer at maxritter.net building MCP-based text and voice agents and the QualityLayer coding-agent workflow.
What I'm looking for
At maxritter.net, I build AI products hands-on and advise engineering teams. My current work with Dialpad includes developing MCP-based tooling for text and voice agents, including agent authoring, integrations, shared authentication, and durable workflow state.
For OEW Breitband GmbH, I architected and implemented a data integration and intelligent document search platform for Germany's government-subsidized fiber expansion program. It brought together CRM and ERP data in a lakehouse and used Amazon Bedrock Knowledge Bases for AI-powered search.
At Boehringer Ingelheim, I developed an AI agent platform for clinical data insights and an analytics platform for clinical trials. I also trained and deployed specialized LLMs to answer clinical queries.
I co-founded Wemolo and led technical development of its IoT mobility platform, including a serverless AWS backend and edge computing for real-time analytics. I also make QualityLayer, a planning-first workflow for coding agents, and built the open-source DIY-Thermocam.
Experience
Work history, roles, and key accomplishments
Senior IT Freelancer
Max Ritter
Aug 2021 - Present (5 years 2 months)
Senior freelance software engineer and technical advisor specializing in AI, cloud, data, and DevOps. Builds text and voice agents with LLMs, RAG, and MCP, and helps teams adopt coding agents.
Serving as AI technical advisor to Dialpad's Telephony Engineering division while building AI products hands-on. Developing MCP-based tooling for AI text and voice agents, including agent authoring, integrations, and evaluation.
Senior AI, Data and Cloud Engineer
OEW Breitband GmbH
Jul 2025 - Jan 2026 (6 months)
Architected and implemented a data integration and intelligent document search platform for Germany's fiber optic expansion program. Built ETL pipelines and an AI-powered search engine using AWS Bedrock.
Architected and implemented an AI agent platform using RAG to enhance clinical data insights. Established CI/CD pipelines for LLM applications and implemented observability solutions to increase agent reliability.
Senior Cloud, Data and DevOps Engineer
Marc O'Polo
Jul 2024 - Oct 2024 (3 months)
Optimized the company's Data Lakehouse architecture built on Airflow, Spark, and Dremio, improving query performance and reducing costs. Transformed infrastructure management with Terraform-based automation and enhanced Kubernetes cluster stability.
Developed an analytics platform for clinical trials that reduced operational decision time and improved trial efficiency. Engineered scalable Python microservices and implemented AWS CDK infrastructure for automated deployments.
Engineered and deployed the company-wide identity and data management platform unifying access across multiple business units. Architected event-driven microservices with Go and revamped data architecture using Databricks and Delta Lake.
Designed and implemented cloud-native infrastructure for connected vehicles with high availability. Built real-time data processing services and developed machine learning pipelines for customer preference prediction.
Architected a full-stack IoT data platform processing environmental metrics from sensors. Implemented real-time analytics using Azure Databricks and developed a low-code annotation interface for data labeling.
Senior IT Consultant
Netlight
Aug 2020 - Jul 2021 (11 months)
Served as a Senior IT Consultant specializing in cloud architecture design and implementation. Delivered strategic DevOps transformations and built IoT platforms for enterprise clients across various sectors.
Co-founded and led technical development of an IoT mobility platform processing real-time time-series data. Architected a serverless AWS backend and implemented machine learning algorithms for vehicle detection.
Head of Embedded Systems and IoT Engineer
ParkHere
Mar 2018 - Jun 2019 (1 year 3 months)
Led development of an AI-powered authentication system for parking facilities and architected an IoT radar system for real-time parking space detection. Designed cloud connectivity solutions and implemented agile processes as team lead.
Machine Learning, Computer Vision and IoT Engineer
Bleenco
Sep 2017 - Feb 2018 (5 months)
Developed a computer vision framework for industrial safety and engineered AI models for human behavior analysis. Optimized deep learning inference for edge devices and created modular architecture for rapid customization.
Education
Degrees, certifications, and relevant coursework
Hochschule Pforzheim
Master of Science, Computer Engineering
2015 - 2017
Grade: 1.3
Master of Science in Computer Engineering with a focus on design and implementation of complex embedded systems. Graduated with a grade of 1.3.
Hochschule Ravensburg-Weingarten
Bachelor of Science, Applied Informatics
2011 - 2015
Grade: 1.5
Bachelor of Science in Applied Informatics with a focus on automation engineering and information networks. Graduated with a grade of 1.5.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
maxritter.netPortfolio
qualitylayer.devSalary expectations
Social media
Job categories
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