Work
Recent engagements.
Anonymised by client policy. Get in touch if any are relevant to a conversation.
- 2026
Finance transformation & agentic AI
Continental pharmaceutical company
Agentic reference architecture and four production POCs across contract capture, invoicing, and document linking.
- Reference architecture for contract capture, billing, and chat across the finance sector.
- Conversational chatbot that lets users "chat about their invoices".
- Map-based UI to capture contract fields on upload (MSAs, SOWs, POs, invoices).
- Billing agent that verifies invoices against the underlying project documents.
Stack Azure · Reflex · LangChain · LLM agents · MCP
- 2026
Data pipeline stack migration & modernisation
Continental transportation company
Synapse to Fabric migration roadmap, backed by a deep-dive over 15,000+ SQL objects.
- Current-state vs to-be architecture for the data pipeline estate.
- Deep-dive over 15,000+ SQL objects in Azure Synapse.
- Migration report: dependencies, compatibility, and performance impact.
Stack Azure Synapse · Microsoft Fabric · Python
- 2025
GxP qualification of a Snowflake organisation
Regulated pharmaceutical organisation
CI/CD and release process for a GxP-regulated Snowflake organisation, with governance across 70+ accounts.
- CI/CD and release process for a GxP-regulated Snowflake organisation.
- Governance workflow across 70+ Snowflake accounts.
- Change tracking, roll-back, and account-governance visibility for owners.
Stack Python · Azure · Snowflake · AWS
- 2024
Self-service cloud Tableau Bridge platform
Global pharmaceutical company
Self-service Tableau Bridge platform on AWS: networking, access, automated deploys.
- Self-service cloud-based Tableau Bridge platform.
- Networking, access management, automated deployment.
Stack AWS · Tableau
- 2023
Snowflake optimisation & graph database CI/CD
Global pharmaceutical company
Snowflake warehouse improvements and a CI/CD pipeline for graph database integration.
- Functional and operational improvements to a production Snowflake warehouse.
- CI/CD pipeline for graph database integration with the D&A platform.
- Consulted on data-warehousing and insights-platform vendor selection.
Stack AWS · Snowflake · CI/CD