Ael Lee

Software Engineer @Twisthink

Grand Rapids, MI, US

Designed and developed a Retrieval Augmented Generation (RAG) prototype using Amazon Bedrock, enabling internal automation of market analysis and strategic outreach workflows, showcasing client-ready generative AI capabilities- Built reusable WebSocket infrastructure for real-time communication between IoT devices and cloud services, enabling remote control and creating a modular framework for future projects- Enabled Amazon CloudWatch Observability on EKS, configuring CPU/Memory monitoring and MQTT heartbeat tracking with Slack-integrated alerts via SNS, replacing prior Prometheus-based monitoring systems- Designed an MLOps solution using Amazon SageMaker to replace third-party tools for object detection, reducing costs and improving model retraining efficiency- Automated CI/CD workflows by containerizing applications and integrating build, test, and deploy pipelines for consistent infrastructure deployments and delivery.

Calvin University

Bachelor's degree