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Janavi Khochare is an Associate Machine Learning Engineer at ADP, with prior experience as a Student Researcher at the Georgia Institute of Technology, focusing on delta compression for continual updates of large language models on edge devices. Janavi has developed a system for detecting temperature spikes in railroad hot boxes during an internship at Norfolk Southern and created a short-term bearing temperature forecasting framework with exceptional accuracy. As a Data Scientist at Purplle.com, Janavi enhanced user personalization for over 7 million users, resulting in significant increases in click-through metrics. Additional roles include leadership in public relations and research assistantship in complex dynamic systems, with a strong educational background in Electrical Engineering and Machine Learning from respected institutions.