20.07.2026 aktualisiert
100 % verfügbar
Senior AI Product Engineer | Solution Architect
Leichlingen, Deutschland
Nur Remote
Über mich
30 years of experience in project leadership and solution architecture. I translate complex business problems into production-ready AI-enabled products. I combine business understanding, product thinking, architecture and AI-augmented engineering into one end-to-end delivery model.
Skills
LLMProduct OwnerKünstliche IntelligenzBusiness AnalysisData ArchitectureEnterprise Architecture FrameworkProject Management SoftwareProjektmanagementSoftware ArchitectureProduct OwnershipRequirements EngineeringSolution ArchitectureLösungsbereitstellungStrukturiertes ProduktProject Engineering
AI Product Engineering
Expertise in building AI-enabled and AI-native products, covering structured input analysis, decision support, conversational experiences, dynamic questioning, plausibility engines, context-aware evaluations, AI automation, and prompt and behaviour architecture.
Solution Architecture
Design of solution architectures and data models for complex software products, including multi-stage question engines, knowledge models, modular architectures, conflict engines, and forecast engines using technologies such as Laravel, PostgreSQL, and Docker.
Business Analysis & Requirements Engineering
Eliciting, structuring, and refining complex business requirements, transforming them into product concepts, user flows, and UX designs, with extensive experience in stakeholder management and discovery workshops.
Project Leadership
Over 30 years of experience leading complex IT transformation initiatives, managing the complete lifecycle from idea to production-ready software delivery.
LLM Integration
Integration of Large Language Model APIs into product architectures, enabling conversational experiences and AI-augmented engineering workflows.
Laravel / Python Development
Application development using Laravel and Python as core backend technologies, combined with PostgreSQL for data modelling and Docker for containerised deployment.
Product Strategy
Definition of product vision, product strategy, and release planning, bridging business understanding and technical implementation into end-to-end delivery models.
Quality Assurance & Deployment
Responsibility for quality assurance, debugging, documentation, deployment, and continuous evolution of software products.
Stakeholder Management
Alignment of stakeholders across complex transformation projects, ensuring shared understanding of business goals and technical solutions.
Expertise in building AI-enabled and AI-native products, covering structured input analysis, decision support, conversational experiences, dynamic questioning, plausibility engines, context-aware evaluations, AI automation, and prompt and behaviour architecture.
Solution Architecture
Design of solution architectures and data models for complex software products, including multi-stage question engines, knowledge models, modular architectures, conflict engines, and forecast engines using technologies such as Laravel, PostgreSQL, and Docker.
Business Analysis & Requirements Engineering
Eliciting, structuring, and refining complex business requirements, transforming them into product concepts, user flows, and UX designs, with extensive experience in stakeholder management and discovery workshops.
Project Leadership
Over 30 years of experience leading complex IT transformation initiatives, managing the complete lifecycle from idea to production-ready software delivery.
LLM Integration
Integration of Large Language Model APIs into product architectures, enabling conversational experiences and AI-augmented engineering workflows.
Laravel / Python Development
Application development using Laravel and Python as core backend technologies, combined with PostgreSQL for data modelling and Docker for containerised deployment.
Product Strategy
Definition of product vision, product strategy, and release planning, bridging business understanding and technical implementation into end-to-end delivery models.
Quality Assurance & Deployment
Responsibility for quality assurance, debugging, documentation, deployment, and continuous evolution of software products.
Stakeholder Management
Alignment of stakeholders across complex transformation projects, ensuring shared understanding of business goals and technical solutions.
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit1998
Sprachen
Englischverhandlungssicher
Projekthistorie
For nearly 30 years, I have helped organisations transform complex business challenges into structured, deliverable solutions. As a Senior Business Analyst, Strategic Project Consultant, Project Manager and Solution Architect, I have led business-critical transformation initiatives from discovery through implementation.
My expertise includes business analysis, requirements engineering, stakeholder management, solution architecture, business process design and project leadership. I specialise in translating complex business needs into scalable solutions that align business strategy, user requirements and technology.
Today, I combine this experience with AI Product Engineering. Rather than managing software delivery alone, I transform complex business problems directly into production-ready AI-enabled software products.
I use AI throughout the engineering lifecycle—from requirements analysis, product design, architecture and implementation to testing and deployment—while also integrating AI as a core capability within the products themselves.
Core Competencies: Business Analysis • Requirements Engineering • Solution Architecture • Project Leadership • AI Product Engineering • Digital Transformation • Stakeholder Management • End-to-End Product Delivery
AI conversation platform helping users discover their own insights through structured questioning. Responsibilities included product vision, conversation design, AI architecture, admin concept, and deployment. Architecture highlights: multi-stage question engine, configurable prompts, persistent sessions. Technology: LLM APIs, Laravel, PostgreSQL, Docker.
AI-supported project discovery and feasibility platform. Responsibilities included requirements, architecture, rules engine, and product strategy. Architecture highlights: knowledge model, plausibility engine, modular architecture. Technology: Laravel, PostgreSQL, Docker.