AI Software Architect
LLM Apps · Full-Stack Apps · SEO
Hamburg, Germany
I help businesses automate workflows and cut operational costs with Generative AI, from LLM-powered apps to autonomous agents and RAG systems.
Backed by 10+ years of commercial software experience, I own the full delivery: architecture, AI engineering, and fullstack execution.
LLM-powered agents for support, sales, or internal tools. Trained on your data, integrated into your website or product.
Modern, fast, SEO-ready websites tailored to your business, from landing pages to full company sites. Built to convert visitors into customers.
Rank higher on Google and attract qualified traffic. Technical SEO, content strategy, and on-page optimization that turns search into a reliable customer channel.
Commercial
Machine Learning powered File Explorer. Search and explore files using semantic search and maps.
Desktop App3D (VR) visualization of product images using neural embeddings and non-linear dimension reduction. Demonstrated at imm cologne 2018.
OTTO-BILLM-powered chatbot for websites. Answers visitor questions and handles appointment scheduling.
Web AppScalable extraction and structured persistence of eCommerce data for product price trends and metadata.
OTTO-BILocation based social network to explore your local surroundings.
Mobile AppOpen Source
"Sean built my website and implemented an SEO strategy that has brought me many new clients. His technical expertise and reliability made the project a complete success. I can recommend him without reservation."
"Sean added new features to our website that really improved the experience for our customers. He also implemented an SEO strategy that made us much easier to find. Working with him was easy and the results came fast and spot-on."
Development of various commercial software projects, mostly in the context of AI.
Co-organized and developed interactive AI installations for Digital Science Night #2. Server infrastructure maintenance.
Part time machine learning engineer at OTTO-BI. Focused on computer vision use cases applying recent machine and deep learning techniques.
Why scaling up LLMs will not lead to AGI
Insights on the structure of neural embeddings
Why search is a challenging problem
Why sparse embeddings deserve more attention
A guide to using Anthropic's CLI coding agent
Creation and optimization of user interfaces across digital platforms
How RAG augments LLM context to reduce hallucinations
How to secure a VPS running in production
Want to automate a workflow, ship an LLM app, or cut costs with AI? Let's talk about how GenAI can move the needle for your business.