Ramya Yalamarti
I am an AI/ML engineer with 5+ years of experience building production Generative AI systems, multi-agent architectures, and retrieval-augmented generation pipelines on AWS.
About
I am an AI/ML engineer with 5+ years of experience building production Generative AI systems, multi-agent architectures, and retrieval-augmented generation pipelines on AWS. I thrive on NL-to-SQL workflows, LLM orchestration, MLOps, and cloud-native data engineering to deliver scalable, secure AI solutions for large-scale intelligence use cases.
I enjoy turning complex business questions into actionable AI-enabled data pipelines, collaborating across product, engineering, and client teams to drive impactful outcomes and operational efficiency.
- 4 years' experience
- Joined June 2026
Skills· 11
Languages
- EnglishFluent
Industry experience
- Software & Internet
- Professional Services
- Education
Work experience· 4 roles
Built enterprise GenAI analytics platform on AWS Bedrock AgentCore using Strands Agents, orchestrating CloudOps (supervision) and Claude Sonnet (SQL generation) to convert natural-language business questions into executable Redshift SQL, reducing analyst query turnaround by 60%.
Led data-driven product initiatives and early Generative AI adoption for a global ed-tech platform.
Supported the launch and scaling of a new technology practice by coordinating engineering, delivery, and business teams; bridged management and engineering and drove early client engagement across AWS-based initiatives.
Education
Certifications and awards
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