Super Data Science: ML & AI Podcast with Jon Krohn
783: Generative A.I. for Solar Power Installation, with Navdeep Martin
May 14, 2024
Navdeep Martin, Flypower co-founder, discusses using GenAI to combat climate change, tackle challenges in solar power installations, and analyze social media sentiment. Topics include AI mitigation of climate change, identifying customer questions, and avoiding hallucinations in AI models.
01:05:51
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Quick takeaways
- Application of GenAI in predicting solar project success
- Evolution from rule-based to LLM-based AI systems in technology
Deep dives
Nafib Martin's Journey at FlyPower and the Evolution of AI Technologies
Nafib Martin, co-founder of FlyPower, utilizes generative AI to predict the success of solar projects, focusing on factors like previous project outcomes and community sentiments. The evolution from rule-based AI at the Washington Post to advanced LLM-based systems reflects the current cutting-edge technology. FlyPower's innovative approach addresses the pressing issue of climate change by providing localized reports for successful solar projects.
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