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Kevin Kyi
Intern Machine Learning Engineer specializing in RAG systems and AWS cloud infrastructure
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About
Internship at BlueFoxLabs building and deploying an AI/ML RAG system for a biopharma client on top of LibreChat, including an AWS Textract ingestion pipeline and PGVector retrieval deployed to AWS EKS. Demonstrated production-minded scalability work by moving from a vertically scaled EC2 setup to a horizontally scaling Kubernetes/EKS deployment, using CI/CD to safely incorporate requirement changes like tabular document data.
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Key Strengths
- Built and deployed customer-facing RAG pipeline for complex medical documents
- Requirements discovery with stakeholders (document formats, data types, usage/load)
- Designed scalable architecture (Textract ingestion + PGVector retrieval) deployed on EKS
- Managed changing requirements (added tabular data) via incremental rollout and CI/CD
- Rapidly migrated from vertical EC2 deployment to horizontally scalable EKS solution
- Strong customer communication; able to explain technical concepts to non-technical audiences
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