Saketh Reddy Regatte
ML-SDE @ Experian | AI Research Assistant | Masters in Applied Data Science @ USC
- Role
- Software Engineer - Ml Applications at Experian
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Saketh Reddy Regatte
My fascination with the intersection of mathematics and computer science drives me to pursue a master\'s degree in applied data science at USC, where I also serve as a teaching assistant for the Foundations of Data Management course. I facilitate the effective delivery of the curriculum, coordinate with instructors, and provide essential support for students. I enjoy enhancing the learning experience and bridging the gap between theory and practice.I have a strong background in developing innovative solutions to complex problems using cutting-edge technologies. As a software engineer at Experian, I worked on an ML Ops framework that automates the generation of model structures for credit reporting, leveraging large volumes of customer transaction data. I developed PySpark code to convert assembly-level models into a data model framework in Python, contributing to the organization\'s long-term goals of migrating mainframe models to cloud platforms. I have also engineered systems using machine learning and natural language processing, as evidenced by my publications in globally recognized journals. I have honed my skills in Python, Snowflake, and other data handling platforms, enhancing my capacity to derive actionable insights from complex data sets. I thrive in collaborative and dynamic environments, where I can apply my technical competencies and leadership acumen.
Experience
Software Engineer - Ml Applications
Oct 2024 — Present · Los Angeles, CA, US
As a Software Engineer at Experian, a leading Fintech company, I design and develop scalable data-driven applications with a focus on Python, machine learning, and cloud technologies to drive impactful financial solutions. My role involves building end-to-end data pipelines, deploying advanced analytics and predictive models on AWS (EC2, SageMaker, EMR), and optimizing performance for mission-critical systems. I collaborate in Agile teams to deliver high-quality solutions, guide peers in coding best practices, and ensure seamless functionality through testing and debugging. By leveraging data science to address complex fintech challenges, I contribute to creating innovative applications that enhance decision-making and drive customer success.
Education
VNR Vignana Jyothi Institute of Engineering and Technology (VNRVJIET)
Bachelor of Technology - BTech, Computer Science
University of Southern California
Master's degree, Applied Data Science
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