Ael Lee
Software Engineer | AWS Solutions Architect & ML Engineer
- Role
- Software Engineer at Twisthink
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Ael Lee
Cloud Software Engineer experienced in designing and building robust AWS cloud solutions.…
Experience
Software Engineer
Jun 2024 — Present · 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.
Education
Calvin University
Bachelor's degree
2020 — 2024
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