Austin, Texas, United States
• Trained ML model predicting user behavior overtime and built machine learning pipelines.
• Owned and managed multiple core services, driving continuous improvement across the board from codebase to service architecture.
• Led a comprehensive technical overhaul, fixing long-standing memory leak issues, and modernizing infrastructure to enhance service reliability and efficiency, such as: containerized apps using Docker and migrated to AWS ECS, transitioned cron jobs to serverless AWS ECS scheduled tasks.
• Implemented infrastructure as code practice using AWS CDK, automated deployment processes, and bolstered production database security.
• Spearheaded modernization of many legacy systems, such as: transitioning from callback-based code to modern JavaScript promises and async/await patterns, significantly improving code readability, maintainability, and performance.
• Enhanced operational observability by migrating logging systems to Datadog, developing extensive monitoring dashboards, and instituting a robust alerting framework to ensure system health and performance.
• Established and maintained best practices for technical specs, incident reports, and technical debt resolution.