● ai · e-commerce 2024–2025
Voice shopping assistant for Smartbox
Led the introduction of AI into a high-traffic e-commerce platform: a voice-based assistant that guides customers through the catalogue and a personalised recommendation agent based on purchase history.
Vue 3 Nuxt Claude ElevenLabs Tool-use Voice AI Recommendations
Read case study → ● ml · enterprise 2022–2023
DDX Marketplace
Strategic Big Data & ML initiative at Mercedes-Benz where data pipelines and cloud infrastructure were the core priority. Designed microservices and refactored backend for performance.
React TypeScript NestJS PostgreSQL AWS Kubernetes ELK Microservices
Read case study → ● rag · automation 2025–present
Prozeso AI Stack
Production automation infrastructure delivered to 15+ companies. RAG pipelines over private knowledge bases, conversational agents, and LLM-driven workflows across sales, support, ops, and HR.
Anthropic Gemini OpenAI pgvector AWS MCP n8n Helicone
Read case study → ● self-hosted · personal 2025
Otto
Self-hosted personal AI assistant on legacy hardware. Local LLM runtime, RAG over personal knowledge base, vector storage, and custom MCP integrations. Full ownership of the stack.
Ollama Local LLM pgvector RAG MCP Tailscale Self-hosted
View on GitHub →