Dr. Anna Saranti

AI Engineer, Speaker, Researcher

Presentations/Talks

  • Making Safety Sheets Conversational: A RAG Approach with Docling

    I am happy to share my presentation:โ€œ๐Œ๐š๐ค๐ข๐ง๐  ๐’๐š๐Ÿ๐ž๐ญ๐ฒ ๐’๐ก๐ž๐ž๐ญ๐ฌ ๐‚๐จ๐ง๐ฏ๐ž๐ซ๐ฌ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ: ๐€ ๐‘๐€๐† ๐€๐ฉ๐ฉ๐ซ๐จ๐š๐œ๐ก ๐ฐ๐ข๐ญ๐ก ๐ƒ๐จ๐œ๐ฅ๐ข๐ง๐ โ€at the ๐ƒ๐จ๐œ๐ฅ๐ข๐ง๐  ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ ๐Œ๐ž๐ž๐ญ๐ฎ๐ฉ. In this talk, I present a ๐‘๐ž๐ญ๐ซ๐ข๐ž๐ฏ๐š๐ฅ-๐€๐ฎ๐ ๐ฆ๐ž๐ง๐ญ๐ž๐ ๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐จ๐ง (๐‘๐€๐†) pipeline for transforming complex multilingual safety sheets at RINGANA – ๐’๐จ๐…๐ซ๐ž๐ฌ๐ก ๐ˆ๐“-๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง๐ฌ into an interactive conversational system. The presentation covers:[1.] Hybrid chunking with Docling[2.] ๐Ž๐‚๐‘ and image…

  • Classification Metrics

  • Probabilistic Graphical Models (PGMs)

  • Tackling the problem of โ€œbadโ€ explanations with the Human-in-the-Loop principle

    Link: https://www.youtube.com/watch?v=FnxgNgYyPws From: Prof. Alexander Jung Youtube channel: https://www.youtube.com/@alexjung111

  • Explainable AI with Layer-wise Relevance Propagation (LRP)

    Link: https://www.youtube.com/watch?v=-ED-62oU1WY From: LLMs Explained – Aggregate Intellect – AI.SCIENCE Youtube channel: https://www.youtube.com/@ai-science

  • Kandinsky Patterns for Visual Concept Learning

    Link: https://www.youtube.com/watch?v=aHRA1bguMRg From: WeAreDevelopers Congress Vienna 2019

  • “Context Engineering in Practice” at the Vienna AI Engineering Meetup

    I am happy to share my presentation “๐‚๐จ๐ง๐ญ๐ž๐ฑ๐ญ ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  ๐ข๐ง ๐๐ซ๐š๐œ๐ญ๐ข๐œ๐ž – ๐…๐ซ๐จ๐ฆ ๐๐จ๐œ๐ฎ๐ฆ๐ž๐ง๐ญ๐ฌ ๐ญ๐จ ๐š๐ง๐ฌ๐ฐ๐ž๐ซ๐ฌ ๐ฐ๐ข๐ญ๐ก ๐•๐ž๐œ๐ญ๐จ๐ซ๐ƒ๐๐ฌ (๐–๐ž๐š๐ฏ๐ข๐š๐ญ๐ž, ๐๐ข๐ง๐ž๐œ๐จ๐ง๐ž)” at the ๐•๐ข๐ž๐ง๐ง๐š ๐€๐ˆ ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  ๐Œ๐ž๐ž๐ญ๐ฎ๐ฉ as kindly requested by all those incredible people that initiated all those wonderful discussions. My spirit was annealed from all the challenges they are facing, their genuine interest in…