In this episode of Behind the Journey, Prateek, Comms & Product Marketing Lead, is joined by Jean Carlo Machado, Data Science Manager at GetYourGuide, to discuss the evolution of machine learning and data science.

Jean shares his expert perspective on AI, multimodality, MLOps, mentorship, and much more. From dealing with the intricacies of computer games as a kid back in Brazil to tackling some of the most pressing challenges in tech. Jean also gets into the role of Data Products in business as well as the importance of community work.

• (00:00) - Jean Carlo: Data science, Machine learning, AI, Mentorship
• (02:11) - Most exciting thought in AI right now
• (02:38) - Exploring Multimodality in AI
• (03:21) - Reflecting on AI Developments in GetYourGuide
• (04:42) - Challenges and Open Questions in AI
• (05:07) - The Journey to Production in AI
• (06:05) - Personal Use of AI Tools
• (08:07) - Tips for Non-Engineers Exploring AI
• (09:15) - Discussing AI Agents and Fine Tuning
• (13:51) - Reflecting on Early Experiences with Computers
• (15:45) - The Most Beautiful Programming Language
• (17:01) - Transition from Research to Development
• (18:54) - Mentorship and Its Impact
• (20:22) - The Role of Mentorship in Career Growth
• (20:53) - Lessons from a Tech Startup
• (21:55) - The Journey to GetYourGuide
• (22:40) - The Importance of Community Involvement for Developers
• (24:23) - Machine Learning 101
• (27:53) - The Role of MLOps
• (31:36) - The Impact of Machine Learning on Business
• (32:18) - The Role of Data Products in Business
• (33:27) - Knowledge Sharing in Tech
• (37:28) - Creating Memorable Experiences with GetYourGuide

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