Work

Architecting the Cyberstrong platform from post-MVP to supporting $10M in ARR with a team of 5 developers.

• Architected platform supporting $10M ARR with foundational Spring Boot and React components
• Co-inventor on patent using NLP to relate security controls
• Led successful SOC2 audit enabling business with Fortune 500 companies
• Optimized hosting costs through query plan analysis and application profiling
• Enabled CI/CD with GitHub Actions for all environments
• Built Temporal workflows that map imported security findings to controls, MITRE ATT&CK techniques, and risk registers using embedding retrieval and graph neural network inference
• Packaged the platform for an enterprise OEM partner's OpenShift environment with Helm charts for application services, Kafka, and Temporal, plus CI that validates and publishes the charts
• Standardized release tracking across six repositories and implemented tag-driven staging/production release workflows for Python services
• Expanded AI-assisted questionnaire assessment to batches of up to 10 documents, with per-document answer attribution so reviewers can trace each answer to its evidence
• Made LLM policy-to-control crosswalking prompts cacheable and added per-call token usage reporting
• Improved performance through SQL and index tuning, bulk data-loading writes, vectorized Python risk analytics, and pagination of large imports
• Added a Playwright smoke suite to every branch build, and remediated CVEs across JVM and Python service images with nightly Trivy reporting

Bootstrapped critical services for member portal, admin dashboard, and mobile/VR applications.

• Built Golang services on AWS ECS with PostgreSQL for member portal and apps
• Integrated Braintree payment processing for subscription management
• Automated music publisher reporting for licensing compliance

Team lead responsible for code reviews, performance optimization, and requirement translation.

• Created base components for pilot application rewrite
• Owned LDAP user integration for Spring-based application
• Diagnosed performance issues and translated requirements as team lead

Implemented financial and publishing systems using JavaScript MVC frameworks.

• Developed systems using in-house JavaScript MVC and WebSphere
• Participated in hackathons presented to CIO
• Received Bravo award for rapid project onboarding