Deep GenAI Insights: Mastering Modular and Open Source Techniques for Unstructured Data Analysis
GenAI
Rollout
Open Source LLM
Dive into the transformative power of Generative AI in this dynamic workshop, where you'll learn to unlock insights from unstructured data using modular and open-source strategies. Guided by experts Juan Martin Maglione and Marc Puig, this session will equip you with the skills to integrate GenAI capabilities through API, and create flexible pipelines for data analysis. Discover how to leverage open-source frameworks for scalable solutions and gain practical experience in extracting valuable insights from diverse data sources. Ideal for those looking to blend theoretical knowledge with hands-on application, this workshop promises a comprehensive introduction to harnessing GenAI for real-world impact
Time & Place
March 20
11:30 - 13:00
The Ritz-Carlton Berlin
Salon Tiergarten
Classroom Seating
Max. Capacity: 24 Seats
Meet Your Intructors
Juan Martin Maglione
Global Gen AI Expert, BCG
Juan Martin Maglione is a ECT Project Lead in the Madrid office of The Boston Consulting Group. Prior to joining the firm, Juan Martin was a Product Transformation Manager at Santander Group. His four-year tenure at Santander included building the Global Cognitive Conversational Solutions Programme, becoming the first cloud artificial intelligence project in the group. Previously, Juan Martin created a startup in Amsterdam, focused in implementing Natural Language Processing (NLP) solutions.
Marc Puig
Lead Software Architect - GenAI Specialist, BCG
Software Architect at BCG X with 15+ years in Software Engineering, MLOps and digital transformation, specializing in Generative AI across various industries.
Expertise in software engineering, architecture design, and data engineering, driving innovation and solutions.
Passionate about mountain climbing, photography, and generative art, with a foundational role in advancing Generative AI technology.
What To Expect
Who Is This For?
✓ Digital Transformation Leaders
✓ IT and AI Project Managers
✓ Innovation and R&D Heads
✓ Tech-Driven Entrepreneurs
Pre-Requisites
✓ Basic Understanding of LLM Concepts
✓ Basic Python Programming
✓ Bring Your Own Laptop
✓ Access to Google Colab
What You'll Learn & Do?
✓ Generative AI 101 introduction
✓ Modular approach and open source frameworks
✓ Evaluation of generative use cases at scale
✓ Technical domain:
- Define an extraction logic flow
- Build a pipeline configuration from the extraction logic flow
- Use the pipeline configuration to extract insights from text using an API
Agenda & Activities
Getting Settled 5 minutes
Information Session 40 minutes
Break 5 minutes
Individual / Group Exercise 20 minutes
Q&A/Discussion 20 minutes
Reflection/ Discussion 20 minutes