Portfolio

• Modernizing legacy VB6 batch processing with AI agents

  Architecture, skeleton, and method to unlock a rewrite stalled for years: a versioned contract, characterization tests against the original binary, and an incremental track for the team to execute.

  2026 - present · VB6, Java 25, Spring Batch, Spring Boot 4, SQL Server, Testcontainers, REST, JWT, MCP, SSH, Azure DevOps

• Serverless technical documentation automation with Amazon Bedrock

  A seven-stage serverless pipeline that turns training videos into technical documentation, with three anti-hallucination layers deciding where the AI may diverge and where it may not.

  2025 · AWS Step Functions, ECS Fargate, AWS Transcribe, Amazon Bedrock, Claude Sonnet 4.5, RAG, pgvector, RDS PostgreSQL, DynamoDB