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Anni
Chen
Software Engineer
Amazon
Anni is a pioneering AI researcher and entrepreneur specializing in the application and democratization of artificial intelligence. As the co-founder of SpeakUp AI Inc., a startup that secured $500K in funding, she is driving innovation in AI-powered content creation. Anni has continuously made contributions to the field of NLP, including presenting research on AI-based propaganda detection at the Workshop on Representation Learning for NLP (RepL4NLP). Her expertise has been recognized through invitations to review for RepL4NLP and to judge at the prestigious Globee Awards. At Amazon, Anni co-initiated TitleCraft, a patent-pending project for employing LLM to generate personalized recommendation descriptions. Her commitment to AI accessibility extends to co-founding Technify, a venture supported by the U.S. Department of State's YSEALI grant. With a proven track record in both industry and academia, Anni continues to push the boundaries of AI applications and their societal impact.
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02 October 2025 14:00 - 14:30
Workshop | LLMs in Practice: A four-step journey from idea to implementation
This hands-on workshop walks you through the end-to-end process of building with LLMs - from initial use case scoping to deployment and iteration. Your host, Anni, will explore key phases including data prep, model selection, system integration, and evaluation, with real-world examples at each stage. Whether you’re prototyping a tool or scaling a product, you’ll leave with a clear framework, and the workings of this sessions hands-on 'build' time.