AI Consulting
I help teams ship production AI on Azure.
- AI Engineer at Digital Lean Management since May 2025, building production AI on the Azure stack.
- Microsoft Certified: Azure AI Engineer Associate (AI-102) — verify on Microsoft Learn.
- Production work across Azure OpenAI, Azure AI Foundry, Azure AI Search, and the broader Azure AI ecosystem.
- Specialised in retrieval-augmented generation, LLM-powered applications, and task-oriented agents.
- Across the lifecycle: data ingestion, evaluation, deployment, observability, cost-aware design.
Short, scoped engagements only — architecture reviews, RAG builds, LLM apps, agent prototypes. No long retainers.
Services provided
I specialize in:
- Proofs of concept — Fast prototypes that test whether an AI feature actually moves a business metric, before you commit to a full build.
- Retrieval-augmented generation — RAG pipelines over your private documents and operational data — chunking, embeddings, reranking, retrieval quality, evaluation.
- Voice agents — Task-oriented voice agents for inbound and outbound calls — real-time speech, telephony integration, latency tuning, graceful failure.
- AI agents and workflows — Text-based agents and automation that take real actions on real systems — tool use, planning, guardrails, and the evaluation harness to keep them honest.
- Data pipelines for AI — Ingesting, cleaning, embedding, and indexing the data your AI workloads actually need to perform.
- Evaluation and observability — Eval pipelines and monitoring so you know whether changes to prompts, models, or retrieval are making things better or worse.
Want to work together? Book a call or get in touch.