Work

Case studies

Selected engagements across data architecture and AI development. Client names withheld where required by agreement.

• 
  FinServ·2024

  Consolidated 14 data sources into one analytics platform

  A mid-market firm was running monthly reporting off 14 disconnected SaaS tools. Reports took 3 days to produce and routinely contradicted each other. Leadership had no single source of truth for revenue.

• 
  Consulting·2025

  RAG assistant for an internal 40k-document knowledge base

  Consultants spent hours per week searching internal knowledge — past deliverables, methodologies, client decks. Most never found what they needed and rebuilt assets from scratch.

• 
  Healthcare·2025

  Autonomous agent that triages data quality issues

  Data quality alerts were drowning the analytics team. They received 200+ alerts a week and triaged maybe 20 of them. Real issues were going undetected.