How I Can Help Your Business
Packaged services designed to deliver business outcomes — not just technical deliverables.
Available for freelance·Munich, Germany
AI Solutions
Intelligent systems that learn, reason, and automate complex processes — powered by the latest LLMs and ML models tailored to your business needs.
- Custom AI assistants & chatbots
- Document processing & OCR
- Internal knowledge base tools
- LLM fine-tuning & integration
- Computer vision pipelines
- RAG (Retrieval Augmented Generation)
Automation Systems
End-to-end workflow automation that eliminates manual work, reduces errors, and lets your team focus on high-value tasks instead of repetitive processes.
- Business workflow automation
- CRM & lead handling automation
- Data pipeline automation
- API integrations & webhooks
- Scheduled job automation
- Process optimization consulting
Full-Stack Web & Mobile Development
Scalable, production-grade web and mobile applications built with modern technologies. From MVP to enterprise platform — end to end, no gaps.
- Web application development
- Mobile apps (React Native)
- MVP & SaaS development
- Internal tools & dashboards
- REST & GraphQL APIs
- Cloud deployment (AWS, Vercel, GCP)
DevOps & Embedded Systems
End-to-end DevOps pipelines, containerized deployments, and embedded/robotics software using C++ and ROS — bridging software and hardware.
- CI/CD pipelines (GitHub Actions, Jenkins)
- Docker & Kubernetes deployments
- AWS infrastructure management
- Embedded C++ development
- ROS (Robot Operating System)
- Microcontroller programming
Technical Consulting
Strategic guidance to make the right architectural and technology decisions before writing a single line of code — saving months of costly mistakes.
- Software architecture planning
- AI/ML product scoping
- Automation strategy & roadmap
- Technology stack selection
- Code review & technical audit
- Team technical mentoring
Data Engineering & Analytics
End-to-end data pipelines that turn raw, unstructured data into clean, queryable insights — built for scale, speed, and real-time decision-making.
- Streaming & batch data pipelines
- ETL / ELT pipeline design
- Large-scale data processing (180+ GB)
- Interactive analytics dashboards
- Database design & optimization
- Data visualization (Plotly, Dash)
Not sure what you need? Let's figure it out together.
Common questions
Answers to what clients usually ask before we start working together.
Do you take on freelance or contract projects alongside your full-time role?
Yes — I take on a limited number of freelance, contract, and consulting engagements outside my full-time work, typically evenings/weekends or short focused sprints. Reach out with your timeline and scope and I'll let you know if it's a fit.
What's your pricing — hourly, fixed-price, or retainer?
It depends on the project. Well-scoped work (an MVP, an automation pipeline, a defined feature) is usually fixed-price. Ongoing or open-ended work (technical advisory, long-term automation support) is hourly or monthly retainer. I'll always propose a structure after understanding your scope.
Do you sign NDAs and work with proprietary or sensitive data?
Yes, I regularly sign NDAs and have experience handling proprietary business data, internal tooling, and confidential automotive/engineering data (including at BMW Group) under strict access and security controls.
What industries have you worked in?
Automotive & autonomous systems (BMW Group), SaaS & startups, e-commerce, travel/aviation booking platforms, real estate, and internal business tooling — across AI/ML, full-stack web, mobile, and automation.
Can you work with my existing team and codebase, or only greenfield projects?
Both. I regularly join existing codebases to add features, fix technical debt, or bring AI/automation capabilities into systems I didn't originally build, as well as building new products from scratch.
What is your core AI and full-stack tech stack?
For AI and machine learning, I specialize in Python, PyTorch, LangChain, LlamaIndex, OpenAI and Anthropic APIs, local models with Ollama/vLLM, vector databases (Pinecone, Qdrant, Chroma), and Computer Vision (OpenCV, YOLO). For full-stack applications and tooling, I use TypeScript, Next.js, React, Node.js, NestJS, Laravel, Docker, and PostgreSQL/DuckDB.
How long does it take to deliver an AI MVP or automation workflow?
A focused AI MVP or automated workflow system typically takes 2 to 4 weeks from scope definition to production deployment. Larger multi-agent architectures, enterprise integrations, or custom model training cycles usually take 4 to 8 weeks delivered in weekly milestones.
Are you available for remote work with international clients outside Germany?
Yes. While I am based in Munich, Germany (CET timezone), I regularly collaborate with founders and engineering teams across the US, UK, Europe, UAE, and worldwide via async communication, GitHub, Slack, and scheduled overlap calls.
How do we get started?
Book a free 30-minute call or send a message with a short description of your problem, timeline, and budget range. I'll follow up with scope, approach, and next steps within 1-2 business days.