Description

As an AI Automation Engineer, I help businesses eliminate manual workflows through intelligent automation, LLM/RAG integration, and scalable AWS infrastructure.

What I Deliver:

• Advanced n8n Workflow Automation: Complex architectures connecting systems, LLM APIs, and Java/n8n integrations.

• RAG Systems & AI Agents: Pipelines with vector databases (Pinecone, Weaviate) & prompt engineering.

• AWS Cloud: CI/CD, Kubernetes, EKS, and cost optimization.

• System Integration: API integration across CRMs, databases & blockchain.

Impact & Projects:

• Built AI platforms (AI-Brain, Zilo) & 'Bloodline' (NGO health logistics app).

• Reduced manual processing by 65%.

• Automated 500+ daily transactions with zero errors.

• Cut AWS costs by 25%.

Tech Stack: LangChain, OpenAI, Anthropic, n8n, Make, Zapier, AWS, Python, Java, Docker.

German Version:

KI-Automatisierungsingenieur & Cloud-Experte

Als AI Automation Engineer automatisiere ich Geschäftsprozesse durch KI, RAG-Systeme und skalierbare AWS-Infrastruktur.

Leistungen:

• n8n-Workflow-Automatisierung: Verbindung von Geschäftssystemen, LLM-APIs & Java/n8n.

• RAG & KI-Agenten: Vektordatenbanken für Business-Cases.

• AWS-Cloud & APIs: CI/CD, EKS & Systemintegration.

Erfolge:

• Entwicklung von KI-Plattformen (AI-Brain, Zilo) & NGO-App 'Bloodline'.

• 65% weniger manuelle Prozesse.

• Fehlerfreie Verarbeitung von 500+ Transaktionen/Tag.

• 25% AWS-Kostenersparnis.

Industry field of expertise

Languages

English
Native or bilingual
German
Conversational

Workplace preferences

Remote only

Primarily works remotely

Verst Carbon
AI Automation Engineer & LLM Integrator
August 2025 - Today (10 months)
Engineered and deployed LLM-driven automation workflows using n8n, reducing manual processing time by 65% across carbon credit verification pipelines and enabling 3x more client audits with zero data errors.
Designed scalable n8n orchestrations integrating AI agents and LLMs with blockchain oracles (Chainlink) and DeFi protocols, automating 500+ daily enterprise transactions with quantum-resistant encryption.
Led multi-modal AI pipelines (voice/image via n8n nodes) for ESG data ingestion from IoT sensors, accelerating carbon footprint assessments by 40%.
Built secure API endpoints with embedded AI fraud detection and Cloudflare WAF, preventing 98% of simulated attack vectors.
Mentored teams on advanced n8n architectures, contributing directly to a platform projected to save clients €2.5M annually.

Tech Stack: n8n, Python, LLMs, AI Agents, External API Integration, System Architecture, Blockchain.

German Version
Entwicklung und Implementierung von LLM-gesteuerten Automatisierungsworkflows mit n8n, was die manuelle Bearbeitungszeit bei der Verifizierung von Emissionsgutschriften um 65% reduzierte.
Skalierbare n8n-Architekturen zur Integration von KI-Agenten und LLMs mit Blockchain-Orakeln und DeFi-Protokollen (Automatisierung von 500+ täglichen Transaktionen).
Leitung multimodaler KI-Pipelines zur Erfassung von ESG-Daten, was die Bewertung des CO2-Fußabdrucks um 40% beschleunigte.
Absicherung von API-Endpunkten mit integrierter KI-Betrugserkennung und Cloudflare WAF.
Tech Stack: n8n, Python, LLMs, KI-Agenten, API-Integration, Systemarchitektur.
artificial intelligence External API integration n8n Python API
Red Cross
Freelance AI & Backend Developer
HEALTH AND WELLNESS
January 2026 - March 2026 (2 months)
Bloodline: Developed and pitched an end-to-end health logistics application to major NGOs (including the Kenya and Uganda Red Cross) to connect blood donors with hospitals.
AI Platforms: Architected and deployed functional software solutions including AI-Brain, Zilo, Dataset Shaper, and Musili.
Creative Coding & VR: Built backend infrastructure and websites for NeoDrive VR and launched @rtistika, generating programmatic art using code.
Tech Stack: Python, Java, AWS, Vector Databases, API Integration, Backend Service Development.

Freelance AI & Backend Developer
Unabhängige Projekte
Januar 2024 - Heute

Bloodline: Entwicklung einer Logistik-App für das Gesundheitswesen, präsentiert bei großen NGOs (u.a. Rotes Kreuz) zur Vernetzung von Blutspendern und Krankenhäusern.

KI-Plattformen: Architektur und Bereitstellung von Softwarelösungen wie AI-Brain, Zilo, Dataset Shaper und Musili.

Creative Coding & VR: Entwicklung der Backend-Infrastruktur für NeoDrive VR sowie Gründung von @rtistika (programmatische Kunst).

Tech Stack: Python, Java, AWS, Vector Databases, API-Integration.
Python Java vector database API AWS Fargate
AIRTEL KENYA
CLOUD ENGINEER
July 2024 - December 2024 (5 months)
Nairobi County, Kenya
AWS Optimization: Analyzed and reduced monthly cloud spending by 25% through advanced resource utilization and tagging.
Infrastructure & EKS: Deployed highly available containerized applications using Amazon EKS (Kubernetes), improving orchestration for scalable backend services.
CI/CD Automation: Automated deployment processes using Jenkins and AWS CodePipeline, reducing time-to-market by 30%.
Disaster Recovery: Architected robust disaster recovery using AWS S3, RDS, and Route 53, ensuring 99.9% uptime for critical apps.

Tech Stack: AWS (EKS, S3, RDS, EC2), Kubernetes, CI/CD, Jenkins, Docker, DevOps, Cloud Integration.

German Version
AWS-Optimierung: Reduzierung der monatlichen Cloud-Ausgaben um 25% durch effiziente Ressourcennutzung.
Infrastruktur & EKS: Bereitstellung hochverfügbarer containerisierter Anwendungen mit Amazon EKS (Kubernetes).
CI/CD-Automatisierung: Automatisierung von Deployment-Prozessen mit Jenkins und AWS CodePipeline (30% schnellere Markteinführung).
Disaster Recovery: Entwicklung robuster DR-Lösungen mit AWS S3, RDS und Route 53.
Tech Stack: AWS (EKS, S3, RDS), Kubernetes, CI/CD, Jenkins, Docker, DevOps.
CI/CD Management Serverless Computing Cloud Integration DevOps Linux