Emily Thomas
Senior Cloud & AI Data Engineer | AI Systems & Platform Lead | Building Scalable, AI-Driven Platforms
- Role
- Senior Cloud & Data Engineer at The Motley Fool
- Location
- Trabuco Canyon, CA, US
- LinkedIn followers
- 500 followers
About Emily Thomas
Staff-level cloud and AI/data engineer with 9+ years designing and delivering production-grade AI platforms, event-driven data pipelines, and cloud-native infrastructure across AWS and GCP. Deep expertise in LLM integration, RAG architectures, and agentic systems using Bedrock, SageMaker, and Vertex AI. Track record of architecting scalable systems from greenfield to production, including zero-downtime migrations, multi-cloud deployments, and automated data infrastructure across startups and enterprise environments.
Experience
Senior Cloud & Data Engineer
Jun 2025 — Present
Design and build agent-compatible, event-driven data pipelines with automated validation on ECS Fargate, integrating PostgreSQL, S3, and Athena to support scalable AI workloads- Engineer Snowflake-to-PostgreSQL migration pipelines using dynamic SQL generation and asset classification logic, eliminating dependency on static datasets and enabling real-time data access- Accelerate developer velocity and improve platform reliability by establishing standardized data models and pipeline architecture patterns across distributed systems.
Education
Yucaipa High School
High School Diploma
Colorado State University
Bachelor of Science - BS, Computer Science
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