AWS Certified Solutions Architect · AI Systems · Amsterdam, NL 🇳🇱
I build production-grade AI and cloud infrastructure — from serverless pipelines to multi-agent systems. Currently transitioning into Solutions Architect and Solutions Engineer roles at AI and cloud companies.
- 🟡 AWS Certified AI Practitioner
- 🟠 AWS Certified Solutions Architect – Associate
- ⬜ AWS Certified Cloud Practitioner
Production-grade RAG system enabling lawyers to ask natural language questions across an entire contract library and receive precise answers with verifiable source citations. Includes multilingual support, automated ingestion, and pre-signed URL document access.
Stack: Bedrock Knowledge Bases · OpenSearch Serverless · Lambda · API Gateway · S3 · Terraform IaC
📉 99.8% cost reduction vs manual associate review ·
Local RAG pipeline built to understand what managed services abstract away — vectors, chunking, retrieval scoring, and prompt construction — instrumented end-to-end with LangSmith tracing and evaluation.
The previous project proved I can build a RAG pipeline. This one proves I understand what's happening inside it.
Stack: LangChain · Chroma · Voyage AI · Claude Haiku · LangSmith
📊 Full eval suite with Claude-as-judge scoring · Known failure modes documented with proposed fixes · View Project
Event-driven pipeline automating insurance claims processing end-to-end.
Stack: S3 → Lambda → Textract → Bedrock → DynamoDB → SNS/SQS · Terraform IaC
📉 98.7% cost reduction vs manual processing ·
Production-pattern HA infrastructure — ALB, ASG, EC2, RDS Multi-AZ, dual NAT Gateways.
Stack: Terraform · AWS VPC · RDS · EC2
- 🏢 Solutions Architect @ Latent Knowledge
- 🏢 Transitioning into a Forward Deployed Engineer role — embedding AI capabilities within business functions at Just Eat Takeaway
- 🛠️ Building technical depth in LLM observability, evaluation, and retrieval systems
