AI-Driven Optical Encoding with Ammolite
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Artificial intelligence Data analysis Machine learning Scientific research Software developmentSkills
algorithms research reports digital data optical physics machine learning optical communication artificial intelligenceThis project explores the intersection of artificial intelligence and natural design by using the vibrant, iridescent colors of ammolite, a rare fossilized gemstone, as a model for optical encoding. The goal is to develop an AI-driven system that can analyze and replicate the color patterns found in ammolite to create a new form of optical communication. Learners will apply their knowledge of AI, machine learning, and optical physics to identify how these natural patterns can be translated into a digital format. The project will involve researching the properties of ammolite, developing algorithms to mimic its color variations, and testing the effectiveness of these patterns in encoding information. This project provides a unique opportunity to blend natural science with cutting-edge technology, offering insights into both fields.
The deliverables for this project include a comprehensive research report on the properties of ammolite and its potential for optical encoding. Additionally, learners will develop a prototype AI algorithm capable of analyzing and replicating ammolite color patterns. The final deliverable will be a presentation demonstrating the algorithm's ability to encode and decode information using these patterns, showcasing the practical application of their findings.
Providing specialized knowledge in the project subject area, with industry context.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
Lucentara
Science | Technology | Innovation
Lucentara is a Canadian science and innovation company dedicated to advancing the study and application of ammolite and other natural materials. Founded by Caitlin Furby and Mark Turner, Lucentara operates at the intersection of geology, materials science, and design — exploring how nature’s rarest formations can inspire modern advancements in technology and sustainability.
Through ongoing research partnerships and applied experimentation, Lucentara develops cutting-edge methods for fossil preservation, laser restoration, and structural color analysis. Every discovery contributes to the deeper understanding of ammolite’s optical and geological properties, positioning Lucentara as a pioneer in natural photonics and gemstone science.
Lucentara represents the future of Canadian innovation — where art, science, and nature converge.
Dinosty Fossils
Mining | Restoration | Heritage
Dinosty Fossils is the foundation of Alberta’s ammolite industry — a mining and restoration company co-founded by Mark Turner and Caitlin Furby, specializing in the ethical extraction and preparation of ammonite fossils and gem-grade ammolite from the Bearpaw Formation.
Operating across more than 1,200 hectares of mineable land in Southern Alberta, Dinosty Fossils combines traditional field expertise with modern restoration technology to bring prehistoric treasures back to life. Every specimen is meticulously excavated, stabilized, and restored by hand, honoring both its geological origin and its natural artistry.
Through Dinosty Fossils, Furby and Turner have built one of Canada’s most respected fossil operations — supplying collectors, museums, and jewelers worldwide while preserving the integrity and story of each discovery.
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