Rishi Raj Dutta is a dynamic Senior Data Analyst at Financial Recovery Group (FRG), where he leverages his expertise in data analytics and machine learning to drive impactful financial recovery solutions. As a Forbes Under 30 Scholar, Rishi has cultivated a passion for modeling and...
Rishi Raj Dutta is a dynamic Senior Data Analyst at Financial Recovery Group (FRG), where he leverages his expertise in data analytics and machine learning to drive impactful financial recovery solutions. As a Forbes Under 30 Scholar, Rishi has cultivated a passion for modeling and automating user behavior, which he applies to enhance business intelligence and product decision-making processes. His current role within the Data Analytics Team involves building sophisticated analytical models that not only calculate financial performance metrics but also identify lucrative overpayment recovery opportunities for clients in the healthcare sector.
Rishi's innovative approach to automating financial reconciliation processes—spanning medical, pharmacy, reinsurance, capitation, and risk adjustments—has significantly streamlined operations for FRG's healthcare clients. By optimizing SQL queries and Python scripts, as well as constructing indexes on MySQL databases, he has achieved a remarkable 50% improvement in data processing pipelines. This efficiency not only accelerates data retrieval but also enhances the accuracy of insights derived from complex datasets.
His technical proficiency extends to a diverse skill set, including Perl automation, R Shiny for interactive data visualization, and Apache Kafka for real-time data streaming, which collectively empower him to tackle intricate data challenges. Rishi's commitment to uncovering discrepancies and inconsistencies in data ensures that FRG remains at the forefront of financial recovery solutions, ultimately driving better outcomes for clients. With a keen eye for detail and a strong foundation in statistical data analysis, Rishi continues to influence strategic business decisions through data-driven insights, making him an invaluable asset to the FRG team.
