10+ years of principal-level delivery for US energy operators — architecture, team leadership, and client communication from requirements through production.
Manual, audit-heavy accounting workflows built on incoming bank statements.
An AI pipeline that turns bank statements into consolidated, validated, ERP-ready journal entries for a US natural gas operator. Delivered across dual Azure tenants with SOX-compliant controls, from requirements through production.
Case study →Well and property records that didn't agree across source systems.
End-to-end cross-reference integration and Well Master / Property Master reporting foundations across a large Snowflake estate. Extended a commercial MDM product where it fell short.
Case study →A full Snowflake environment that had to move during a corporate transition.
Supported a complete Snowflake migration between operators — data and object layers, environment readiness, and structured release coordination throughout the transition.
Case study →A land system with sparse documentation and opaque data relationships.
Architected a complex land-entity cross-reference system with minimal source documentation, using Python-based AI lineage tracing to reverse-engineer relationships through to reporting views.
Case study →Drilling data locked in tables nobody could visualize.
A Snowflake-based application over drilling data delivering interactive 2D/3D wellbore visuals, with component detail and historical context attached to each wellbore.
Case study →Company knowledge scattered across hundreds of tools and databases.
A company-wide AI knowledge base wrapping 300+ tools and multiple databases — MCP-native access for chatbots and agents, summarization, and reporting over connected systems.
Case study →Have a data or AI problem worth solving? Let's catch up.
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