I'm an AI and data science lecturer at the University of Gloucestershire in England. Alongside my job, I work as a freelancer on Upwork, where I use generative AI and data science to help businesses automate and improve their processes. I specialized in generative AI and data science — before ChatGPT was released. Businesses would hire me to build AI models and create content using generative AI. During these sessions, companies, often startups, ask for my advice on AI models they are building or problems they encounter.

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Persons: Usama Shahid, ChatGPT, I've Organizations: University of Gloucestershire, Business Locations: England, Pakistan, Upwork