Strike / Lead Test Engineer (Staff-level IC)
2021 - October 2025 | Remote
Platform Engineering & Architecture:
- Architected and built SITS (Strike Integrated Testing Strategy), a comprehensive internal developer platform serving 35+ engineers across 4 teams (Platform, Trust & Safety, Consumer, Data)
- Designed full-stack platform using TypeScript/Deno, PostgreSQL, AWS serverless infrastructure with microservices architecture for distributed test execution
- Built self-service CLI tooling that auto-generates SDKs from OpenAPI specs with integrated testing facades, enabling 40+ developers to write and execute tests independently
- Established engineering best practices, code review standards, and technical documentation processes adopted across engineering organization
AI/ML Infrastructure Development:
- Engineered RAG (Retrieval-Augmented Generation) system using Anthropic Claude and OpenAI GPT-4 for automated test generation from product requirements
- Built document parsing pipeline extracting structured data from Markdown, Confluence, and Notion using NLP preprocessing
- Created PostgreSQL-backed version control system for test case evolution tracking across product iterations
- Integrated with GitHub Actions CI/CD for automated PRD validation and test coverage analysis
- Built multi-modal AI pipeline combining GPT-4 Vision API with custom TypeScript orchestration for video-to-test automation
- Developed intelligent YAML generation engine translating visual interactions into executable test syntax
- Deployed as serverless function on AWS Lambda with S3 storage, processing 50+ videos weekly
- Achieved 95% accuracy in test generation with context-aware prompt engineering
Business Impact & Results:
- Reduced test creation time by 65% (8 hours → 2.8 hours per feature) while improving quality across teams
- Eliminated 30+ hours of manual work weekly through AI-powered automation and developer self-service
- Increased test coverage to 78% and reduced regression testing from 4 days to 6 hours
- Reduced API testing time by 80% through intelligent test generation matching mobile app behavior