Summary

office@martinmueller.dev

AI Agent Builder, AWS Community Builder & Full Stack Architect. Building autonomous AI agents with OpenClaw, shipping ai-secure.dev (automated compliance audits), and architecting cloud-native solutions on AWS. Speaker at AWS Community events. Founder of HalloCasa — a real estate platform connecting international agents.

Passionate about making AI agents practical and production-ready. From LLM orchestration and tool integration to serverless infrastructure on AWS — I build the full stack.

"What I don't know, I will learn"

Highlights

• 🏆 AWS Professional Solution Architect certified Verification Link
• ☁️ AWS Community Builder (since 2022)
• 🤖 AI & Agents: OpenClaw, LLM orchestration, MCP (Model Context Protocol), RAG, Vector DBs
• ⚡ Cloud: AWS CDK, Lambda, DynamoDB, S3, ECS, CloudFront, Bedrock, AgentCore
• 💻 Languages: TypeScript, Python, Rust, Java, JavaScript
• 🎨 Frontend: React, Next.js, Angular, Tailwind CSS
• 🔧 DevOps: Docker, Kubernetes, Helm, GitHub Actions, CI/CD
• 🗄️ Databases: DynamoDB, PostgreSQL, ElasticSearch, PeachBase (Vector DB)
• 🌍 Languages spoken: German (native), English (fluent), Portuguese (learning)

Speaker & Talks

Full slide deck catalog: martinmueller.dev/talks

• 🇬🇷 AWS Community Day Athens 2026 — Beyond Chatbots: Shipping Stateful AI Agents on AWS
• 🇩🇪 AWS Community Day DACH 2026 (Berlin) — AI Factory: An Autonomous Dev Pipeline
• 🇮🇹 ServerlessDays Milano 2026 — The AI Factory That Never Sleeps (slides)
• 🎤 KI Stammtisch — KI-Assistenten im Beruf und Alltag
• 🎓 CodeGenius / ITRAC Training — Agentic AI Training (Wismar, 2026)

Testimonials

Jakob Jordan

Martin Müller is a mega DevOps expert I've been working closely with for years (including in AWS and AI). He recently built a fully GDPR-compliant, self-hosted production environment on Hetzner in Germany for our new Arc Rider platform (React/Supabase) — through which we distribute our widgets as the ultimate UI framework. Including Grafana monitoring and an essential security audit.

One requirement was extremely important to us, and he nailed it: he set up the complex infrastructure so intelligently that we can maintain and deploy it seamlessly through AI agents. Martin is someone who simply understood that in today's world of vibe coding and AI workflows, a secure yet flexible cloud environment is crucial — and GDPR-compliant in Europe. That's why I'd recommend him anytime!

Adrian Logan

I cannot recommend Martin Muller highly enough for his exceptional work in setting up our web application backend using the AWS CDK. Martin's expertise and efficiency have been instrumental in meeting project deadlines and ensuring a smooth deployment.

The quality of his work is consistently top-notch, which gives me the utmost confidence in the final product. Additionally, Martin's ability to work quickly without sacrificing attention to detail has been invaluable to our team.

His dedication and professionalism have made it a pleasure to collaborate with him, and I am confident that anyone who works with Martin will be similarly impressed by his talents.

Eric Amberg

Martin built the sophisticated AWS infrastructure for our online lab environments. Working with him was characterized by very good communication and a very fast implementation of the tasks set.

Martin works very professionally and has great experience with AWS environments. He is able to quickly grasp the requirements and promptly develop solution approaches. His concepts are scalable and comply with best practices in cloud environments.

Thanks to his support, we got a stable cloud environment for our HackLabs in a very short time, which we still use today.

Experience

Senior Serverless Engineer — Serverless Guru
2024 - current

• ✈️🇨🇦 Currently building an AI chatbot for Air Canada — conversational AI for customer service
• ⚡ Serverless architectures on AWS for enterprise clients
• 🧠 LLM integration, prompt engineering, and agent workflows

Founder & AI Agent Builder — ai-secure.dev
Jan 2025 - current

• 🔒 Built automated ISO 27001, NIST, SOC 2 compliance scanning platform
• 🤖 AI agent autonomously browses websites, checks security headers, TLS, DNS, cookies
• ☁️ Serverless architecture on AWS (Lambda, Bedrock, AgentCore, S3)
• 🔌 MCP server for agent-to-agent integration

Founder & CTO — HalloCasa
2020 - current

• 🌎 International real estate platform connecting agents across borders
• ⚛️ Next.js frontend, Java backend, AWS CDK infrastructure
• 💳 Custom group management system with Stripe Connect payments
• 📦 Managing 3 repos: hallocasa-next, hallocasa-api, hallocasa-cdk

AI Agent Builder — OpenClaw
2024 - current

• 🦞 Building and operating autonomous AI agents for personal and professional use
• 🔗 Multi-agent setups with cross-agent communication
• 💓 Heartbeat-driven proactive task execution
• 🛠️ Tool integration: Email, Calendar, Contacts, GitHub, Security Scanning
• 🌱 Contributing to the OpenClaw ecosystem (skills, configurations)

Creator — PeachBase
2025 - current

• 🍑 Serverless vector database written in Rust, deployed on AWS Lambda
• 🔍 Hybrid search: vector similarity (ScaNN) + BM25 lexical search
• ⚡ Sub-50ms latency, multi-tenant, AWS Marketplace listing
• 🧠 MCP server for AI agent integration as "Global Brain"

AWS Community Builder
Mar 2022 - current

AWS Consultant
Nov 2020 - current

• 🚀 Helping startups into the AWS Cloud
• 🏗️ Leveraging AWS CDK to manage AWS resources
• 📐 Infrastructure as Code consulting and implementation

Senior Cloud Architect — kreuzwerker.de, GER
Jan 2022 – May 2022

• ☁️ Together with the customer building AWS cloud solutions
• 🏗️ CDK-based infrastructure design and deployment

Senior Software Engineer — Prowler Security, Remote
2023 – current

• 🔓 Open-source cloud security tool
• 🛡️ AWS security assessments and compliance automation

Senior Software Engineer – unimed.de, GER
Sep 2020 – Jan 2021

• Working as an AWS Solution Architect to shift production workloads to AWS
• Creating and Monitoring Docker applications in a DevOps manner

Senior Software Engineer – object.ch, GER
Feb 2020 – Aug 2020

• Working as Alfresco Partner
• Building Enterprise Content Management and Process Management solutions

Senior Software Engineer – alfresco.com, UK
Sep 2015 – Feb 2020

• 👨‍💻 Frontend team lead (since April 2019)
• ⚙️ Full stack development: Angular frontend, Java/Docker backend
• ☁️ AWS deployment: EKS, QuickStart, Helm charts
• 🏃 Large Scale Scrum team with two-week sprints
• 📦 ACS helm chart deployment (EC2, S3, EBS, EKS, CFN, Lambda, SSM, EFS, RDS, AmazonMQ)

Education

Master Computer Science – University of Rostock, Germany
Oct 2009 – Feb 2015

• Specialisation in software development, databases and content management systems
• Thesis in content management and search technologies

Certifications

• AWS Certified Solutions Architect – Professional (Verify)
• AWS Community Builder (2022 - present)

Open Source & Projects

• PeachBase — Serverless vector DB in Rust on AWS Lambda
• ai-secure.dev — Automated compliance security scanning
• HalloCasa — International real estate platform
• martinmueller.dev — Tech blog (AWS, AI Agents, CDK, Serverless)

Interests / Hobbies

Fitness

• Daily morning workouts and regular gym sessions — clear mind, healthy body

AI & Agents

• Experimenting with autonomous AI agents, multi-agent architectures, and novel human-AI interaction patterns

Languages

• Learning Portuguese (wife is Brazilian), fluent in English and German

Community

• Active in AWS Community, speaker at meetups and conferences
• Blogging at martinmueller.dev about AWS, AI, and software engineering