Talk

Unlocking Knowledge Graphs: The Backbone of Modern Intelligent Systems

Friday, May 29

11:40 - 12:25
RoomLasagna
LanguageEnglish
Audience levelBeginner
Elevator pitch

Ever wondered how Google knows what you mean, not just what you say? Lets dive deep into how millions of facts and concepts are connected! Discover the magic of Knowledge Graphs in just 30 minutes - what they are, why they matter, how they work, and why every Python developer should care!

Abstract

Knowledge Graphs organize data by defining entities and the relationships between them, powering intelligent applications like semantic search and recommendation engines. Unlike human intuition, Knowledge Graphs provide an explicit, machine-readable structure for linking concepts, making it easier for algorithms to reason about complex information. This talk introduces the key components (nodes, edges, schemas), explores practical approaches for building and querying graphs with Python, and shares real-world workflows for applying Knowledge Graphs in your projects - from text analysis to enterprise data integration. Ideal for Python developers curious about turning raw data into structured knowledge.

TagsDatabases, Data Engineering, ML and AI
Participant

Nikita Manohar Jibhkate

Nikita Jibhkate is a Senior Software Engineer at Bloomberg in London and an MSc student at University of Oxford. She specializes in scalable back-end systems, with a strong passion for creating scalable and performant distributed systems. As an avid open source advocate, she started as a Google Summer of Code Student Developer and has further contributed to Sigmah, FOSSASIA, and Systers, and mentored for GSoC, GCI, and RGSoC, supporting many aspiring developers, especially women in tech. Nikita belonged to Coursera Open Source and IEEE Women in Tech’s CybrosX, encouraging inclusion. She received the Grace Hopper International Student Scholarship and serves on review committees for GHC. Nikita organized the “Learn IT, Girl” mentorship program and has presented at GSoC Community Talks, Open Source Summit Latin America, Grace Hopper Conference, and meetups in Bangalore and London. She enjoys singing, reading, and new adventures.