Darya Petrashka
Darya Petrashka
Data Scientist at SLB | AWS Community Builder
📍 Szczytno, Poland
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AWS Community Builder, works as a Data Scientist at SLB. She is passionate about data and its usage for problem-solving. The area of interest includes classical ML and NLP, GenAI, as well as working with AWS services. An eternal student, she likes taking part in online schools, courses, and workshops.

Sessions

1 item
RAG Without Breaking the Bank: Create a Bedrock Agent with S3 Vector-Powered Knowledge Bases
Session Level 200
Building RAG-powered agents doesn’t have to come with sky-high vector database costs. In this session, learn how to create an Amazon Bedrock Agent backed by Amazon S3 Vectors, a new low-cost vector storage option that cuts vector storage and query costs by up to 90%. We’ll walk through: Setting up a Bedrock Knowledge Base using S3 Vectors for …
Darya Petrashka
Darya Petrashka
🕒 2025-09-10 14:00  •  📍 Room 1 - Keynote / Breakout