Aishwarya Kumar
About Aishwarya Kumar
Aishwarya Kumar is a Software Engineer -2 specializing in Data Science at HighRadius in Hyderabad, India. With a background in machine learning and deep learning, she has developed solutions for financial data extraction and recommendation systems.
Work at HighRadius
Aishwarya Kumar has been employed at HighRadius since 2019, progressing through various roles in the Data Science department. Currently, she serves as a Software Engineer -2 (Data Science) since 2024. Prior to this role, she worked as a Software Engineer -1 (Data Science) from 2023 to 2024, and as an Associate Software Engineer -2 (Data Science) from 2021 to 2023. Her initial position was as an Associate Software Engineer -1 (Data Science) from 2020 to 2021, and she began her career at HighRadius as a Data Science Intern from 2019 to 2020. All her roles have taken place in Hyderabad, Telangana, India.
Education and Expertise
Aishwarya Kumar holds a Bachelor of Technology (BTech) degree in Computer Science from KIIT - Kalinga Institute of Industrial Technology, which she completed from 2016 to 2020. She possesses expertise in machine learning and deep learning techniques, including regression, clustering, tree-based algorithms, convolutional neural networks (CNN), and natural language processing (NLP). Her educational background and technical skills support her work in data science applications.
Background
Aishwarya Kumar has a strong foundation in data science, having started her career as a Data Science Intern at HighRadius. Over the years, she has advanced through several positions, gaining experience in developing data-driven solutions. Her work has focused on financial data extraction and the creation of recommendation systems, showcasing her ability to apply technical knowledge in practical settings.
Achievements
During her tenure at HighRadius, Aishwarya Kumar has implemented a financial data extraction solution utilizing Generative AI through Azure OpenAI, aimed at extracting relevant fields from remittance documents. She has also developed a recommendation system designed to identify potential remittances, enhancing the efficiency of payment invoice linking. Additionally, she has created solutions for extracting remittance information from various sources, including email bodies, attachments, and check image documents.
Collaboration and Communication Skills
Aishwarya Kumar has experience in collaborating with stakeholders to design effective solutions. She emphasizes the importance of clear communication to convey results and insights derived from data analysis. This skill set is essential in her role as a software engineer, where understanding stakeholder needs and delivering actionable insights are critical.