About

Om Kumar is an Associate Software Engineer-I (Data Science) at HighRadius, a FinTech company that specializes in Order-to-Cash and Machine Learning. He is a skilled Data Scientist and Software Engineer with experience in ML, CNN, product management, and AI. Om is passionate about learning new technologies and is committed to creating a better tomorrow through innovation. Currently, Om is working diligently on CashApp's Value Optimization Service for companies such as Hershey's, Unilever, and Mondelez. His responsibilities include developing IP for consultants to recommend configuration modifications to clients, RCA on the data of the client to avoid exceptions, and analysis of each client's payment level and exception level. Om has also contributed to the Email Header: Payment Number and Payment Amount Model and proposed fixes to stop PRLF if the Email Header model is used. Additionally, he has worked on extracting useful information using regular expressions from log files. Prior to his current role, Om worked as a Data Science Intern at HighRadius, where he was awarded Highako of the Quarter in Q3, 2021. He monitored and analyzed the Cash App Use Cases on a monthly basis, built a user interface with Streamlit to automate the formerly manual analysis process, and developed the CNN Model to categorize various images sent to the client in Remittance and Non-remittance. Om also participated regularly in Data Science Hackathons and contributed actively to the development of the LITM Email Use case. Furthermore, Om has experience as a Winter Intern at HighRadius, where he created a cloud-based, full-stack AI-enabled B2B application. He used HTML, CSS, and React.JS to create the front end, created Java Backend Servlets, and used JDBC to integrate with MySQL. Om also developed a Python regression model to predict delay and then the expected invoice clearance date and integrated the ML model prediction with the web-app. Om has a Bachelor's degree in Computer Science and Systems Engineering from KIIT University, where he will be graduating in December 2022. In addition to his formal education, Om has developed skills in Python, JavaScript, Azure, Backend, Web, MySQL, Frontend, ReactJS, and Java. With 0.86 years of relevant experience, Om is an ambitious and dedicated professional who is committed to making a positive impact through his work.