Keshav Mishra
About Keshav Mishra
Keshav Mishra is a Senior Machine Learning Engineer at Mechademy Incorporated, where he has led the development of advanced machine learning models and tools, achieving significant improvements in accuracy and efficiency. He holds a B.Tech in Computer Science from Guru Gobind Singh Indraprastha University and has over four years of experience in the field.
Work at Mechademy Incorporated
Keshav Mishra has been employed at Mechademy Incorporated as a Senior Machine Learning Engineer since 2022. He has contributed significantly to the development of machine learning models and tools, including a predictive model for turbomachinery failure that achieved an accuracy of 96.5%. Prior to his current role, he worked as a Machine Learning Engineer at the same company from 2020 to 2022, where he focused on various machine learning projects and initiatives.
Education and Expertise
Keshav Mishra earned a Bachelor of Technology (B.Tech) degree in Computer Science from Guru Gobind Singh Indraprastha University, completing his studies from 2016 to 2020. His educational background provides a solid foundation for his expertise in machine learning and data science, which he has applied in various professional settings.
Background
Keshav Mishra has a background in machine learning engineering, with experience in both development and implementation of machine learning solutions. He has worked on projects involving large language models and has trained the Mistral 8*7B model on-premise using a distributed framework. His work has focused on improving operational efficiency and accuracy in machine learning applications.
Achievements
Keshav Mishra has achieved notable results in his machine learning projects. He developed an expert tool for event tagging that utilized Langchain and OpenAI's GPT-4, reducing manual labor by 100 hours monthly. Additionally, he implemented MLOps services using MLflow, DVC, and Portkey to automate the machine learning lifecycle. His creation of an in-house drift detection service achieved an accuracy of 98% for auto re-modelling.
Technical Contributions
Keshav Mishra has made significant technical contributions in the field of machine learning. He led the migration of ETL processes from Airflow to Dagster, resulting in a 65% improvement in data processing time. His work in developing and implementing machine learning models and services demonstrates his proficiency in utilizing advanced technologies to enhance data analysis and operational workflows.