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Nilesh Patil currently serves as an Analytics Engineer at ClearTrail Technologies since June 2024. Previously, Nilesh worked as a Data Scientist at Qritrim from July 2022 to June 2024, where significant contributions included the development of a Retrieval Augmented System (RAG) chatbot utilizing LLM and LangChain technologies, achieving over 95% accuracy. Nilesh's early career includes roles as an Associate Software Engineer in AI/ML and as a Data Science Intern at ETLHive from November 2021 to June 2022. Nilesh holds a Bachelor's degree in Mechanical Engineering from Rajiv Gandhi Prodyogiki Vishwavidyalaya, completed in 2022, along with a Higher Secondary education focused on Physics, Chemistry, and Mathematics from Saraswati Shishu Mandir Burhanpur in 2018, and a High School diploma in Mathematics from DAVV School Burhanpur in 2016.