LLMOps: from Demo to Production-Ready GenAI Systems
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22 Oct. 17:00 CEST | 16:00 GMT+1 |
From demo to production-ready GenAI systems
Welcome to the webinar held by:
Sensitivity/instability of prompts
Cost control
Security
Model tuning
Over the past 2 years the development of Large Language Model (LLM) has opened up countless areas of their application. It has become an almost trivial task to create a demo of an application that generates valuable content based on user conversations or multimodal model inputs. Unfortunately, as the experience of many projects shows, the process of operationalizing such solutions is already much more complicated. So how can an LLMOps-based approach help address challenges such as:
Model quality assessment
Use of advanced patterns (Agentic Workflows or Mixture of Agents)
Chief Data Architect, GetInData | Part of Xebia Assistant at Warsaw University of Technology
Marek is a seasoned Big Data and Cloud Architect with 15+ years of experience in designing and implementing modern data and MLOps platforms. Currently, he is the Chief Data Architect at GetInData | Part of Xebia, and a Research Assistant at Warsaw University of Technology, putting the finishing touches to his PhD dissertation. Privately - a keen long-distance runner, gravel bikes enthusiast, and absolutely in love with the Italian Lakes!
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GetInData | Part of Xebia is a leading expert company delivering cutting-edge Big Data, Cloud, Analytics, and ML/AI solutions. The company was founded in 2014 by data engineers and today brings together 120+ big data specialists. We work with international clients from many industries, e.g. media, e-commerce, retail, fintech, banking, and telco, such as Truecaller, Spotify, ING, Acast, Volt, Play czy Allegro. Our clients are both fast-growing scaleups and large corporations that are leaders in their industries.
We maintain laser focus on data technologies, cultivate a very strong engineering culture and support extensive knowledge sharing both within a company and outside through meetups, conferences and contributions to open-source. We are a go-to partner for companies that need tailored and highly scalable data processing and analytics platforms that give competitive advantage and unlock the full business potential of their data.
GetInData | Part of Xebia is a leading expert company delivering cutting-edge Big Data, Cloud, Analytics, and ML/AI solutions. The company was founded in 2014 by data engineers and today brings together 120+ big data specialists. We work with international clients from many industries, e.g. media, e-commerce, retail, fintech, banking, and telco, such as Truecaller, Spotify, ING, Acast, Volt, Play czy Allegro. Our clients are both fast-growing scaleups and large corporations that are leaders in their industries.
We maintain laser focus on data technologies, cultivate a very strong engineering culture and support extensive knowledge sharing both within a company and outside through meetups, conferences and contributions to open-source. We are a go-to partner for companies that need tailored and highly scalable data processing and analytics platforms that give competitive advantage and unlock the full business potential of their data.