GenAI Cracow #19 - Dive into Data
Agenda
Can BigQuery use Gemini? by Krzysztof
Building systems for the Big Brother by Dmytro
Quiz
Networking (sponsored by SoftServe)
Abstract
Can BigQuery use Gemini?
How does Gemini support data engineering tasks in BigQuery, and what other AI use cases can we unlock? We’ll show how you can use LLM functions in batch SQL as well as continuous streaming queries and show how Gemini can take the pain out of tedious jobs. Expect practical examples, a few surprises, and a live demo where we'll see Gemini in action.
Building systems for the Big Brother
Traditional CV systems often struggle with scalability, domain adaptation, and producing interpretable results. Vision-Language Models promise more general solutions, but fall short in reliability and performance when deployed in production. By equipping AI agents with vision, we explore whether agentic systems - combining reasoning, memory, and tool orchestration - can unlock the next generation of Real Time Intelligent Video Monitoring. So, can marrying agentic AI with computer vision really work?
Speakers
Krzysztof Płatek
Lead Data Engineer at SoftServe with over 10 years of experience in data engineering. Skilled in query optimization, storage efficiency, and cost reduction. Focused on collaboration, knowledge sharing, and driving automation of repetitive tasks, with a growing interest in applying Generative AI to data workflows.
Dmytro Shvetsov
Computer Vision Tech Lead with nearly 6 years of experience in developing and deploying AI-driven solutions. Strong background in computer science and software engineering, with expertise across classification, detection, tracking, segmentation, OCR, and 3D reconstruction tasks. Skilled in MLOps, edge and cloud deployment, and optimization of models for production. Passionate about research, innovation, and applying cutting-edge deep learning techniques to real-world problems.
Partners
SoftServe
SoftServe is more than just technology and ideas. We are the place where talented and ambitious people can develop their passion. We operate at the cutting edge of technology, exploring, transforming, accelerating, and optimizing the way large enterprises and software companies do business.
We started our operations in Poland in 2014. We currently have over 1,600 employees and our offices are located in 7 Polish cities.
Kraków Miastem Startupów
Business Incubator by Kraków Miastem Startupów offers a comprehensive support system for turning innovative ideas into successful ventures. This 6-12 month program provides personalized incubation plans, access to co-working spaces at Klaster Zabłocie 20.22, business mentoring, over 15 annual business training sessions, nearly 20 networking events, and specialized consulting tailored to participants' needs. Kraków has established itself as a key startup hub in Poland, with initiatives like KRK InnoTech Starter and Archipelag Innowacji fostering innovation and collaboration among entrepreneurs, academia, and the business community. The city's vibrant ecosystem is further enhanced by its strong academic presence and cultural diversity, making it an ideal location for startups to flourish.