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Ankit Kumar is an AI and Machine Learning Engineer currently working at Voiceoc since February 2023, where responsibilities include developing a RAG system and an Intent Classifier using Llama. Prior to this role, Ankit served as a Machine Learning Engineer at BOT Shreyasi from February 2022 to February 2023, focusing on the development of an Automatic Speech Recognition Engine with a word error rate of 7. Ankit is pursuing a Master of Technology in Artificial Intelligence and Machine Learning at the Birla Institute of Technology and Science, Pilani, and holds a Bachelor of Engineering in Automobile Engineering from Rustamji Institute of Technology, Border Security Force Academy. Education also includes intermediate studies in Physical Sciences at Azad Public School.