Toptal

Having worked with data and technology across major industries like healthcare, energy, finance, and supply chains for more than a decade, Toptal AI developer Joao Diogo de Oliveira has a uniquely comprehensive perspective on the practical applications of AI. In the last six years, he has focused on AI and machine learning (ML), tackling the field’s most critical areas: prediction models, computer vision (CV), natural language processing (NLP), and large language models (LLMs) like GPT.

This wide-ranging Q&A is a summary of a recent ask-me-anything-style Slack forum in which de Oliveira fielded questions about AI from other Toptal engineers around the world. It starts with the most important current and future applications of AI for modern businesses, then moves on to more advanced AI and machine learning questions for technologists.

Editor’s note: Some questions and answers have been edited for clarity and brevity.

Understanding the Current and Future Impact of AI

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