1. 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

  2. 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

  3. 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

  4. 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

  5. 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

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