Agata Chudzińska
CTO / AI Solutions architect at theBlue.ai GmbH
Poznań, Poland
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CTO and AI Solutions Architect at theBlue.ai, with 8+ years of experience leading and implementing AI and data-related projects for companies ranging from early-stage startups to global corporations. Passionate about languages - professionally, in the realm of NLP applications, and personally, as a multilingual speaker.
Area of Expertise
Topics
Leveraging Continual Learning for Advanced MRI Analysis
Traditional Magnetic Resonance Imaging analysis often misses subtle abnormalities, which are critical in diagnosing conditions like epilepsy. Discover how we developed a state-of-the-art Convolutional Neural Network (CNN) using continual learning to enhance MRI diagnostic accuracy and reduce false positives. Join us to explore FCDs (focal cortical dysplasias) and continual learning, and gain insights from our research in cooperation with a leading European Epilepsy Center, which has been honored by publications in renowned medical journals.
From AI Hype to Practical Insights: Essential Lessons for Software Developers
Dive into the world of AI with John, a web developer at a German startup, who ambitiously integrated AI into his project and encountered unforeseen obstacles. Through his story, we’ll extract crucial lessons on implementing AI projects and how they may differ from standard software development projects. This talk will provide developers, product owners and project managers with actionable insights and strategies to build AI-based solutions effectively, transforming challenges into opportunities for innovation and growth.
Implementing GenAI Projects in Practice
In this talk, I will share some practical insights and experiences from implementations of GenAI projects in various domains. This talk will guide you through the crucial aspects of moving beyond basic demos to effectively using Large Language Models (LLMs) in a production environment. We will discuss key strategies for production implementation, including addressing common pitfalls and optimizing for efficiency and impact. The session will also explore the most promising techniques currently in use and look forward to exciting future directions in the field of GenAI.
Navigating the AI Project Landscape: Key Strategies and Pitfalls in AI Development
Join us for a concise exploration into the world of AI projects. This talk will offer a unique perspective on how AI projects differ from traditional software development, highlighting key strategies for success and common pitfalls to avoid. We’ll touch on essential topics like data management, algorithm selection, and the iterative nature of AI, providing valuable insights for software developers, project managers and product owners. This session is an ideal opportunity for those looking to deepen their understanding of AI project dynamics without delving too deep into technicalities.
From Sandbox to Real World: Lessons Learned from Implementing Generative AI Solutions
In recent months, GenAI has not only been a hot topic in the AI world but has also taken the media by storm. But in this talk, we'll bypass the typical "50 prompts you have to know"-style clickbait. Instead, we'll delve into the practical challenges and considerations of deploying generative AI-based solutions in production environments, placing special emphasis on Large Language Models (LLMs).
DevConf 2024 Sessionize Event Upcoming
Data Science Summit Machine Learning Edition 2024
Special edition of the most important Data Science event in Poland dedicated to Machine Learning
Session Title: Focal Cortical Displasias and how to find them (on MRIs))
Webinale Berlin 2024
The holistic web conference
Webinale is the conference for product owners, web designers, and frontend coders. It combines user experience with code and offers a variety of topics that are important for digital professionals nowadays.
Session: Lessons Learned from Implementing Generative AI Solutions
DevConf 2023 Sessionize Event
Data Science Summit Machine Learning Edition 2023
Special edition of the most important Data Science event in Poland dedicated to Machine Learning
Session Title: From Sandbox to Real World: Challenges of Implementing Generative AI Solutions
Re-Work: AI Assistant Summit London 2019
Session title: Answering E-Mails in No Time – Short Story of How to Use NLP in Modern Enterprises
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