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A Playground for AI Engineers
Published 23 Jan 2026
Duration: 00:54:41
Hotmart employs AI and machine learning across various business areas, including customer support, content moderation, and sales, to improve efficiency and effectiveness.
Episode Description
Paulo Vasconcellos is the Principal Data Scientist for Generative AI Products at Hotmart, working on AI-powered creator and learning experiences, incl...
Overview
The podcast covers Hotmart's implementation of AI and machine learning across several aspects of its business, including fraud detection, content moderation, and customer support. It explains that while generative AI and large language models (LLMs) are used for user-facing applications such as customer service and the Hotmart Tutora digital teacher trained on course content to offer support and generate insightsclassical machine learning models are preferred for efficiency and cost-effectiveness in tasks like classification and entity extraction, particularly in multilingual contexts. The discussion emphasizes the importance of ongoing model training, evaluation, and the need to balance model accuracy with scalability. AI is also being integrated into sales processes to recover abandoned carts through WhatsApp-based engagement. Challenges related to scalability, infrastructure, and integrating AI into educational and product platforms are examined, along with the impact of community collaboration and the evolving role of AI within the creator economy.
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