26.10.2026 aktualisiert
verifiziert
100 % verfügbarPrincipal AI & Software Architect | Technical Product Lead
Kronberg, Deutschland
Weltweit
BSc (Hons), Computer Science & Management Science, University of Edinburgh, 2008Über mich
Softwarearchitekt, AI Engineer & Technical Product Lead mit 18+ Jahren Erfahrung. Ich verbinde Produktdenken mit pragmatischer Hands-on-Entwicklung – vom MVP bis zum Betrieb. Fokus: AI Engineering, RAG, agentische Systeme und AI-native Entwicklung. Toptal-geprüft, 5/5 auf Upwork.
Skills
AI AgentsRAGLLMAuth0SupabaseAgile MethodologiePythonPostgreSQLScrumSoftware ArchitectureNext.jsSolution ArchitectureReact.jsGenerative AIVue.js
AI Architecture & Generative AI
Expertise in Generative AI (GenAI), large language models (LLMs), retrieval-augmented generation (RAG), agentic AI, semantic and vector search, knowledge systems and document processing. Design and implementation of proprietary AI-native delivery methodologies for greenfield and rebuilt B2B web applications.
Agentic Engineering & Delivery Workflows
Development of proprietary agentic workflows, reusable agent skills and automation hooks, specification-driven engineering, persistent product context, test design, code review, quality gates and human oversight. Structuring of workflows around specification, implementation, review, commit, merge and documentation.
Full-Stack Engineering
Hands-on engineering with Python, FastAPI, PydanticAI, TypeScript, React, Next.js, Vue 3, PostgreSQL, Supabase, Pinecone, Elasticsearch and REST APIs. Cloud and operations experience with AWS, DigitalOcean, Docker, Kubernetes, CI/CD, Sentry and PostHog.
Technical Product Management
Technical product management, software architecture, requirements engineering, delivery-process design and systemisation, engineering operating models, SDLC process improvement, Product Owner responsibilities, technical program leadership and Agile/Scrum methodologies.
Regulated Delivery & Compliance
Management of privacy and legal requirements, cross-functional compliance workstreams and delivery governance in healthcare and pharma environments, including legal and regulatory knowledge applications.
Cloud & DevOps Operations
Deployment and operations on AWS and DigitalOcean using Docker, Kubernetes, CI/CD pipelines, Sentry for error monitoring and PostHog for product analytics. HIPAA, TCPA, GDPR
Product Strategy & Fractional CTO Leadership
Architecture, product strategy and hands-on delivery for client ventures. Delivery of GenAI projects from concept to launch, spanning RAG, agentic reasoning, classification and synthetic data generation. Fractional VP Product and CTO engagements for scale-ups.
Data Science & AI Productisation
Assembly and leadership of teams to productise AI prototypes, including extraction of health-outcome insights from anonymised insurance claims, complex data-visualisation UX and delivery under compliance requirements.
Computer Vision & R&D
Leadership of computer-vision R&D, incubation of product and team spin-outs, and co-founding of a computer-vision venture that was acquired through established partnerships.
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit2013
Sprachen
DeutschMutterspracheEnglischMuttersprache
Projekthistorie
Designing and implementing a proprietary AI-native delivery methodology for greenfield and rebuilt B2B web applications, combining systemised workflows, agent execution and accountable engineering judgment. Systemises engineering practices through reusable agent skills, repository-specific instructions and automation hooks. Structures the workflow around specification, test design, implementation, review, commit, merge and documentation, with human technical oversight. Designs persistent product and architecture context, decision records and acceptance criteria. Leads product scoping, architecture decisions, technical reviews and engineering standards across client delivery.
Leads a product rebuild spanning a Next.js frontend, FastAPI backend, Elasticsearch and PostgreSQL. Infrastructure is deployed on AWS, with Sentry and PostHog for application and product visibility.
Leads architecture, product strategy and hands-on delivery for client ventures. Delivered three GenAI projects from concept to launch, spanning RAG, agentic reasoning, classification and synthetic data generation. Also served as fractional VP Product for a seven-figure scaleup.