{"id":13253,"date":"2025-04-24T11:51:00","date_gmt":"2025-04-24T19:51:00","guid":{"rendered":"https:\/\/live-cometml.pantheonsite.io\/?page_id=13253"},"modified":"2025-06-12T15:26:24","modified_gmt":"2025-06-12T15:26:24","slug":"allegra-guinan","status":"publish","type":"page","link":"https:\/\/www.comet.com\/site\/convergence\/allegra-guinan\/","title":{"rendered":"Allegra Guinan"},"content":{"rendered":"\n
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\u2190 BACK TO EVENT PAGE<\/a><\/p>\n\n\n\n

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\"Allegra<\/figure>\n<\/div>\n\n\n\n
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Allegra Guinan<\/h1>\n\n\n

Co-Founder & CTO at Lumiera<\/h2>\n<\/div>\n\n\n\n
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Allegra is a technical leader with a background in managing data and enterprise engineering portfolios. Having built her career bridging technical teams and business stakeholders, she\u2019s seen the ins and outs of how decisions are made across organizations. Allegra publishes a well-researched, weekly newsletter called The Loop<\/a>, to promote AI literacy and responsible AI adoption at the individual and organizational level. She combines her understanding of data value chains, passion for responsible technology, and practical experience guiding teams through complex implementations into her role as co-founder and CTO of Lumiera.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n

May 13th, 12:35 \u2013 1:05PM ET<\/p>\n\n\n\n

Practical Approaches to Building Safer AI Systems<\/h2>\n\n\n\n
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While responsible AI is often viewed through a policy lens, its most impactful implementation happens at the engineering level. This talk bridges the gap between theoretical AI principles and practical development, demonstrating how engineering and adjacent teams can integrate responsibility directly into their technical workflows without sacrificing velocity. We\u2019ll explore how technical decisions in data preprocessing, model architecture, and deployment pipelines directly impact model safety and fairness. Whether you\u2019re a decision-maker or an individual contributor, you\u2019ll gain practical strategies for embedding responsible AI practices into the development lifecycle.<\/p>\n\n\n\n

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