Production RAG application
A retrieval-augmented system covering document processing, embeddings, hybrid search, reranking and evaluation.
← Back to home
Case studies
A look at how program concepts translate into real, hands-on work. More case studies from our learners are on the way.
Cloud-native microservices deployment
A multi-service application containerised and deployed on Kubernetes, including scaling and rolling updates.
End-to-end CI/CD pipeline
An automated delivery workflow from source control through build, test, containerisation and deployment.
Infrastructure as code
Provisioning and configuring cloud infrastructure repeatably, with monitoring built in from the start.
Fine-tuned domain assistant
A LoRA/QLoRA fine-tuned open-weight model specialised for a domain use case, evaluated against prompting and RAG baselines before deployment.
Multi-cloud deployment
The same workload provisioned and deployed on both AWS and Azure, with networking, IAM and cost awareness handled on each platform.
These are program project examples used to illustrate what learners build, not client engagements. Verified learner outcomes will be added here as they become available.