I build
AI systems and the infrastructure they run on. RAG pipelines that answer from your own documents with verified citations, machine-learning models trained on real data and deployed on the cloud or on-premise, and the automation around them: CI/CD, infrastructure as code, monitoring, high availability. In production at Ooredoo, PASS and IPACT.
- RAG · LLMs
- Machine Learning
- Python
- Kubernetes
- AWS
- Azure
- Terraform
- Ansible
- CI/CD
- Prometheus · Grafana

















