EP 44: How Shipping Intel is Redefining Maritime with AI

Cameron Amigo, Maritime Data Guru at Orbit MI, and Jordan Taylor, Technical Advisor at Shipping Intel, join hosts Bobby and John in this episode of Energy Bytes to explore the revolutionary impact of AI in the maritime industry. From open-source AI models like Llama 3.1 to the use of React methodology for creating efficient, domain-specific tasks, Cameron and Jordan dive into how AI is transforming operations. They discuss how these technologies are improving safety, boosting operational efficiency, and reducing commercial risks in an industry that has long struggled with data silos and inefficiencies. With their extensive experience in maritime operations and AI innovation, Cameron and Jordan offer unique insights into how AI is solving complex problems and shaping the future of maritime technology.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.io00:00 - Intro00:41 - OpenAI's LLM Overview02:02 - OpenAI's API Features08:16 - Insights on Shipping Intel17:34 - REACT and RAG Explained19:56 - REACT Methodology Breakdown22:45 - Importance of Context in Data25:48 - Tagging and Annotating Data26:37 - Document Structure Essentials27:40 - Chunking Techniques29:08 - Low-Code Tools for Data Science29:53 - Future Trends in Data Science32:36 - Pathways to Enter Data Science33:44 - Data Maturity Significance37:52 - Understanding Multimodal Models38:52 - Querying Clean Datasets with OpenAI42:50 - Reducing Bias in AI Models45:23 - Trust Issues in Maritime Industry48:35 - Gaining Stakeholder Buy-In54:07 - Addressing Real World Problems58:07 - Analyzing Sensor Data1:00:24 - Future Improvements in AI Models1:04:20 - Starlink and Connectivity1:09:21 - Concerns about AI Language Development1:11:14 - Rapid Fire Questions1:15:00 - Camunda Overview1:15:30 - Recommended Bookshttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters