Dronomy’s Post

This year, I served as an Artificial Intelligence Engineer Intern at Dronomy. I developed a custom web application for an agricultural drone client company to display their product catalogue with the feature of adding products to a shopping cart. Additionally, I built an accompanying chatbot to answer queries about products using a retrieval-augmented generation (RAG) approach. The chatbot was able to offer recommendations based on various product specifications such as category, drone model compatibility, aerial vision, battery power and crop compatibility. A significant part of the project involved preparing and structuring the product data to optimize retrieval from the model, ensuring that the chatbot could access and deliver relevant information quickly and accurately. The role was challenging, as it exposed me to the complexities of building RAG applications. Ensuring accurate responses to user queries while maintaining chat history, conversation context and low latency was a demanding task. Nonetheless, delivering a functional end product was incredibly rewarding. I am confident that the skills I harnessed during this time will aid me throughout my career. Furthermore, I was thrilled to attend the 2024 AWS Summit in Madrid where Dronomy presented their approach to autonomous navigation solutions and their applications to warehouse inventory management. I extend my gratitude to Adrián Carrio and Dronomy. I look forward to seeing the company's future endeavours.