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Selected work

Case studies: software we’ve built for clients.

Each one starts with the problem the business had, then what we built.

Financial ServicesHealthcareE-CommerceOperations / AIFinTech
AI-Orchestrated Financial Intelligence

Financial Services

AI-Orchestrated Financial Intelligence

A reconciliation platform connected to the bank and Stripe, where AI agents match transactions and every step leaves an audit trail.

The starting problem

Reconciliation ran on spreadsheets and manual checks. It was slow, mistakes were easy to make, and the work was hard to audit afterwards.

What we built

  • AI agents that match transactions and flag the ones that don’t match
  • Bank and Stripe data feeding one ledger
  • Row-level security and a full audit trail
AWS BedrockStripePostgreSQLRLS
UK Pharmacy Prescription Platform

Healthcare

UK Pharmacy Prescription Platform

Digital prescription and inventory systems for a UK pharmacy, built so patient data stays isolated and every action can be traced.

The starting problem

A pharmacy needed to take prescriptions online without weakening how patient data was kept separate or how actions were audited.

What we built

  • Digital prescription workflow
  • Multi-tenant data isolation using row-level security (RLS)
  • An audit log entry for every action
PostgreSQLRLSAudit loggingNext.js
Multi-Channel Commerce Platform

E-Commerce

Multi-Channel Commerce Platform

Stock sync across sales channels for a business selling one-off items, so an item sold on one channel comes off the others.

The starting problem

Selling one-off stock on several channels at once led to items selling twice and stock going missing.

What we built

  • Stock sync driven by webhooks, so a sale on one channel updates the others
  • One back office for every channel
ShopifyWebhooksNode.js
AI VoIP Call-Center System

Operations / AI

AI VoIP Call-Center System

AI-assisted call answering and routing, with every call transcribed live and outcomes reported.

The starting problem

Call volume had outgrown the team, and conversations left no searchable record.

What we built

  • AI-assisted answering and routing
  • Live transcription on every call
  • Reporting on call outcomes
LLMsVoIPStreamingAnalytics
Options Analysis Tool for OptionsGeek

FinTech

Options Analysis Tool for OptionsGeek

An interactive options-chain analysis platform built for OptionsGeek, covered by US Patent #11,004,151 (held by OptionsGeek LLC).

The starting problem

Traders needed to read complex options chains quickly.

What we built

  • Interactive options-chain visualization
  • CBOE market data
ReactFirebaseCBOE data

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