Mahadev Jayaram is currently employed as a Machine Learning Scientist II at Lytx, Inc. since October 2024, following a tenure as a Senior Machine Learning Engineer at AGEYE from December 2022 to October 2024. At AGEYE, Mahadev collaborated with cross-functional teams to design an AI-driven indoor farming solution, achieving nearly 50% cost reduction, and led the integration of a RAG-based LLM-chatbot that enhanced user experience ratings by 38%. Earlier, as a Computer Vision Engineer, Mahadev developed a Plant Analyzer System with a 96% mAP across diverse plant varieties and improved processing efficiency sixfold. Prior to this, Mahadev worked as a Machine Learning Engineer at Tata Elxsi, tuning 3D pose estimation models for improved accuracy. Mahadev holds a Bachelor of Engineering degree in Mechanical Engineering from RV College Of Engineering, obtained in 2021.