Proof it works

The Problem

A leading financial advisory firm needed to detect fraudulent patterns across massive datasets during complex legal proceedings. Manual review was too slow and too risky. Millions of dollars in client assets were at stake.

The Solution

Deployed a custom Azure AI Search fraud detection service, translating compliance and legal team requirements into technical detection rules. Transitioned the platform to a NoSQL data model, eliminating 130+ planned development tickets. Refactored existing systems into white-labeled clean architecture solutions.

Results

The Problem

A major automotive manufacturer's assembly line teams were spending hours on manual task processing and reporting. Development velocity was slow, and costs were high as part of their zero-fault quality initiative.

The Solution

Built a custom Angular/Java real-time dashboard for assembly line monitoring. Led an Agile transformation that doubled development velocity while cutting the client's costs in half.

Results

The Problem

A national automotive fintech platform was dealing with backend instability, a junior engineering team, and millions of API errors. External integrations were fragile and inconsistent.

The Solution

Led Spring Boot backend development while coaching three junior engineers. Established RESTful versioning standards and architecture patterns that the team could maintain independently.

Results

The Problem

The nation's largest wholesale mortgage lender needed to process loans faster to maintain their competitive edge. Their monolithic .NET application was a bottleneck, and loan approval took 14 days.

The Solution

Decomposed the monolith into .NET Core microservices and developed Bolt, a mortgage processing system designed for speed. Supported the company's rapid loan volume growth during a critical scaling period.

Results

The Problem

A national restaurant chain with 31,000+ locations worldwide was deploying software manually. Critical production bugs were piling up, impacting 20% of global revenue.

The Solution

Automated the global deployment pipeline across all restaurant systems. Built .NET helpdesk automation tools and systematically resolved 1,400+ critical production bugs.

Results