Shambhavi Srivastava is an AI/ML Architect and Senior Machine Learning Engineer (Tech Lead) at Appen since March 2020, with a cross-functional focus on machine learning, software engineering, product management, and customer engagement. Prior experience includes serving as an Applied Machine Learning Engineer at Toyota Connected North America from June 2017 to April 2020, where advanced deep learning techniques were utilized in Natural Language Processing to enhance voice assistant systems. Shambhavi started as a Research Analyst Intern at Innovative People Experts in May 2016, applying machine learning algorithms in recruitment processes, and previously worked as a Senior Software Engineer at Cognizant Technology Solutions from January 2010 to January 2014, developing software applications for major financial institutions. Educational credentials include a Master's degree in Information Systems from The University of Texas at Austin and a Bachelor of Engineering in Electrical and Electronics Engineering from Oriental Institute of Science & Technology, along with schooling at Delhi Public School in India.