RAG-powered KB chatbot — "Ask Our Docs"
Ingest a real documentation set, ship a chat UI, and prove quality with a RAGAS evaluation.
Open brief →
Portfolio projects · Agentic AI Engineering
Build the systems, not just the vocabulary
Start a project as soon as you finish the foundations module, then extend it as later modules land.
Multi-tool LangGraph agent — "Personal Assistant Pro"
A single agent with calendar, email, search, and RAG tools, plus tracing and human-in-the-loop approvals.
Open brief →Multi-agent crew with MCP and A2A — "Research Studio"
A supervisor plus specialists that share tools over MCP and coordinate through A2A messages.
Open brief →Fine-tuned open model served via vLLM — "BYO LLM"
Fine-tune a small open model with QLoRA, serve it on vLLM, and benchmark against the closed baseline.
Open brief →Specialisation capstone — your differentiator
A polished, end-to-end project in your chosen track with evals, cost dashboards, and a public write-up.
Open brief →