David Myat

About

Built end-to-end internal and user-facing automation/data features, including a Selenium-based BU course scraper with around 1,800 users and a CSV export system that became the company standard at Triple. Shows initiative in ambiguous environments, working directly with business stakeholders and resolving production infrastructure issues involving AWS and Terraform.

Key Strengths

• built Python integration handling inconsistent third-party API data
• translated vague business request into company-standard CSV export feature
• collaborated with business users to define requirements
• learned AWS quickly to deliver an end-to-end feature
• debugged production issue caused by Terraform overwriting manual AWS permissions
• shipped Selenium-based course data scraper used by around 1800 users
• Shipped Gemini-powered cost/travel price calculation feature with fallback baseline logic and error handling
• Drove strong user-reported adoption intent (80% of vendors who tried it said they would use regularly)
• Reduced vendor planning time from 30–45 minutes to ~10 minutes
• Built a healthcare appointment agent with schema-based structured outputs and validations (dates, insurance)
• Owned internal CSV export feature end-to-end (discovery, design, frontend/backend build, production launch)
• Designed dual synchronous/asynchronous export flows to avoid timeouts from long-running queries
• Improved internal data access security by centralizing database querying via a web tool
• Iterated post-launch based on user feedback (added async export progress indicator in React)
• Built large-scale transaction data pipeline processing 80M+ daily records
• Implemented messy real-world data parsing/normalization with merchant/code standardization
• Reliability monitoring via tracking processed vs dropped transactions with logging
• Integrated Gemini API with structured prompts and response-format constraints for consistent outputs

Experience

Education

Skills

Languages