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Wednesday, February 12
 

10:00am PST

OPEN Session: How Not to Become a Database Expert
Wednesday February 12, 2025 10:00am - 10:25am PST
Dmytro Hnatiuk, Wise, Principal Software Engineer

Tackling database scalability can seem daunting without a clear path forward. In "How Not to Become a Database Expert," we'll navigate the journey of database scalability together, emphasizing the strategic timing of each step. This talk isn't about the weeds of query optimization techniques; it’s about understanding when and why to apply certain types of optimizations to get the most out of your efforts. We’ll explore a tiered pyramid approach that guides software engineers through essential phases of scalability—from basic setups to more sophisticated strategies. By focusing on the right optimizations at the right time, you’ll learn how to efficiently improve your systems without overwhelming detail. Perfect for software engineers at any level, presentation will help you with the knowledge to make impactful decisions when your project needs it most. Join me to simplify your scalability strategy and focus on what truly matters in your database environment. 
Speakers
avatar for Dmytro Hnatiuk

Dmytro Hnatiuk

Principal Software Engineer, Wise
Dmytro Hnatiuk is a Principal Software Engineer at Wise, where he has been turning complex challenges into scalable solutions for eight years. With over a decade in the tech industry and a focused expertise in the Finance & Treasury domain for the last six years, he has successfully... Read More →
Wednesday February 12, 2025 10:00am - 10:25am PST
CloudNative World Stage

3:00pm PST

OPEN Session: Beyond Vectors: Evolving GenAI through Transformative Tools and Methods
Wednesday February 12, 2025 3:00pm - 3:25pm PST
Alison Cossette, Neo4j, Data Science Strategist, Advocate, Educator

Embark on a thought-provoking exploration of GenAI's evolution with "Beyond Vectors: Evolving GenAI through Transformative Tools and Methods." Tailored for engineers seeking fresh perspectives, this session encourages practitioners to step beyond familiar Vector Database practices. It's not just a departure; it's a pragmatic leap forward into precision methodologies for data quality and crafting datasets essential for Retrieval-Augmented Generation (RAG) excellence. We'll navigate the complexities of adding non-semantic context through graph databases, shedding light on the nuanced limitations of distance metrics like Cosine Similarity. Join us for this insightful journey, pushing the boundaries of GenAI evolution with transformative tools and methods. 
Speakers
avatar for Alison Cossette

Alison Cossette

Data Science Strategist, Neo4j
Alison Cossette is a dynamic Data Science Strategist, Educator, and Podcast Host. As a Developer Advocate at Neo4j specializing in Graph Data Science, she brings a wealth of expertise to the field. With her strong technical background and exceptional communication skills, Alison bridges... Read More →
Wednesday February 12, 2025 3:00pm - 3:25pm PST
AI DevWorld Stage
 

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