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“I aspire not to become a leader chance but to earn leadership through virtue.” These are the words of Ashwini Pai, a highly accomplished professional in the healthcare industry who led the development of modern data platforms fueling the power of Data and Analytics. Additionally, she spearheaded the development of a pharmacy data platform that enabled the launch of a Pharmacy Business Model (PBM). These, all in all, changed healthcare in so many ways we’ve never seen before.
Early Days
Born in Bengaluru, known as the ‘Silicon Valley’ of India, Ashwini understood the importance of technology from an early age. “Bengaluru is renowned for its melting pot of cultures and technology-driven growth, which undeniably had an enriching influence on my early formative years,” Ashwini said. Following her inclination towards it, she pursued a bachelor’s degree in chemical engineering from the BMS College of Engineering.
Following her graduation, Ashwini forged a successful career in the healthcare industry. As the lead engineer, she was instrumental in building Data Engineering frameworks that facilitated secure flow of data—both in batch and real-time mode—for structured, semi-structured, and unstructured datasets. Utilizing leading-edge Big Data technologies, Ashwini developed bespoke, reusable frameworks that exemplified her technical agility and commitment to creating innovative data solutions.
A standout feature of our Data framework is its ability to integrate seamlessly with any application, eliminating the need to build from scratch. This endeavor facilitated the amalgamation of data from various sources into a unified data platform, which subsequently matured into an operational and data analytics platform specifically designed for the Pharmacy Business.
Recognizing the need for Data standardization, Ashwini also developed an automated rule engine for data quality management. She implemented 100+ business rules through an automated engine to improve data quality in the information sent to downstream applications. This initiative prevented the publishing of incorrect or partial data, providing users with accurate and high-grade insights. “Today, this project has become the industry standard for best practices,” proudly stated Ashwini.
Turning Point
A significant turning point in her professional journey was her development of a comprehensive proof of concept (POC) that aimed to recalculate Claims Accumulator balances. Recognizing the need for greater accuracy and efficiency, the project was conceived with the goal of challenging the traditional manual approach that had become our norm.
“The main challenge was to harmonize data from various sources into a single platform. This was not a trivial task due to the inherently disparate nature of the involved data structures, each with its own unique variables and requirements. However, overcoming this challenge provided me with a better understanding of advanced data engineering technologies and how they could function cumulatively within a unified framework,” Ashwini explained.
Enabling Success
Ashwini’s core strength lies in her ability to understand systems comprehensively, from intricate details to overarching visions. This approach allows her to solve problems and progressively improve solutions effectively. By delving deeply into projects alongside her teams, she gains insights that enable her to make thoughtful enhancements based on past decisions and data-driven trade-offs.
In recognition of her valuable contributions, she was awarded the ‘Go Above and Beyond’ award her company, along with her 2024 Global Recognition Award for her contribution in the healthcare industry as a whole.
In the future, Ashwini aims to create more key initiatives that will digitize credentialing operations. “This initiative aims to streamline the typically complex and tedious credentialing process—resulting in considerable time savings, improved accuracy, and enhanced provider experience,” Ashwini stated. By taking on more projects, she aims to inspire her colleagues and peers and spark a cycle of innovation for the betterment of healthcare systems.
Outside of her professional life, Ashwini is a wife and mother. She continues to share her knowledge and experience mentoring interns from universities. She was also invited to judge for Artificial Intelligence excellence in Technology Awards, Globee Awards for Cybersecurity and Technology, and a scholarship and awards event for underprivileged girls through Girls in Tech Organization.
A Legacy of Innovation
Ashwini Pai surely exemplifies what it means to “go above and beyond.” From her humble tech beginnings in Bengaluru to creating a standard in the healthcare industry, Ashwini’s ability to identify, conceptualize, and execute projects that tackle complex challenges in healthcare data management has paved the way for future healthcare advancements. As she continues to inspire people and create more solutions with her projects, her legacy of leadership and innovation will be a greater vision to solving the challenges of tomorrow.
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