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Vijay Irlapati has a varied work experience. In 2016, they were a Business Development & Marketing Executive at Conzumex Industries Pvt Ltd. In 2017, they were a Data Analyst at DesiCrew Solutions Private Limited and a Graduate Teaching Assistant at Indian Institute of Technology, Madras. In 2018, they began working at CogniCor Technologies, where they held the roles of ML Engineer Trainee, Machine Learning Engineer, Associate ML, Consultant ML, Senior Consultant ML, and Associate Lead Engineer ML.

Vijay Irlapati obtained a Bachelor's degree from the Indian Institute of Technology, Madras in 2017. Vijay then pursued a Master's degree from the same institution, which they completed in 2018. In 2019, they obtained a Python Programming Track certification from DataCamp. In August 2022, they obtained AI in Fintech Essential Training, Artificial Intelligence Foundations: Machine Learning, and Next Generation AI: An Intro to GPT-3 certifications from LinkedIn.