Advanced Agentic RAG For Text to SQL Applications

Arjun Bali

Data Scientist

Arjun Bali is a Senior Data Scientist at Rocket Mortgage, where he leads innovative initiatives in artificial intelligence and machine learning. He has distinguished himself by developing a groundbreaking Retrieval-Augmented Generation (RAG)-based analytics platform that transformed organizational decision-making and achieved a 70% reduction in analyst hours. His expertise spans predictive modeling, natural language processing, and computer vision, with a proven track record of implementing solutions that drive business value.

Prior to his role at Rocket Mortgage, Arjun held positions at several Fortune 500 companies, including Yum! Brands and FedEx, where he specialized in developing predictive analytics solutions. At Yum! Brands, he spearheaded the Predictive Market Mapping Project for KFC and Pizza Hut, achieving remarkable accuracy in location optimization across international markets. His work at FedEx focused on implementing NLP and deep learning solutions that significantly improved ticket resolution efficiency.

Arjun's technical expertise encompasses a wide range of machine learning techniques, including advanced clustering algorithms, dimensional reduction, ensemble methods, and deep learning architectures. He has successfully applied these skills to diverse challenges, from predictive maintenance in energy infrastructure to customer behavior analytics in financial services. His innovative work in combining CNN and LSTM architectures for image captioning and sentiment analysis demonstrates his commitment to pushing the boundaries of AI applications.

Beyond his corporate experience, Arjun has entrepreneurial expertise as the co-founder of UrbanMedico, where he developed an online medical consultation platform that achieved significant market traction. His background in customer analytics at Citibank's Private Wealth division further enriches his understanding of data-driven decision-making in financial services.

Arjun brings a unique perspective to data science, combining technical excellence with practical business acumen, making him a valuable contributor to discussions on the future of AI and machine learning in enterprise applications.

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Arjun Bali

Data Scientist

Arjun Bali is a Senior Data Scientist at Rocket Mortgage, where he leads innovative initiatives in artificial intelligence and machine learning. He has distinguished himself by developing a groundbreaking Retrieval-Augmented Generation (RAG)-based analytics platform that transformed organizational decision-making and achieved a 70% reduction in analyst hours. His expertise spans predictive modeling, natural language processing, and computer vision, with a proven track record of implementing solutions that drive business value.

Prior to his role at Rocket Mortgage, Arjun held positions at several Fortune 500 companies, including Yum! Brands and FedEx, where he specialized in developing predictive analytics solutions. At Yum! Brands, he spearheaded the Predictive Market Mapping Project for KFC and Pizza Hut, achieving remarkable accuracy in location optimization across international markets. His work at FedEx focused on implementing NLP and deep learning solutions that significantly improved ticket resolution efficiency.

Arjun's technical expertise encompasses a wide range of machine learning techniques, including advanced clustering algorithms, dimensional reduction, ensemble methods, and deep learning architectures. He has successfully applied these skills to diverse challenges, from predictive maintenance in energy infrastructure to customer behavior analytics in financial services. His innovative work in combining CNN and LSTM architectures for image captioning and sentiment analysis demonstrates his commitment to pushing the boundaries of AI applications.

Beyond his corporate experience, Arjun has entrepreneurial expertise as the co-founder of UrbanMedico, where he developed an online medical consultation platform that achieved significant market traction. His background in customer analytics at Citibank's Private Wealth division further enriches his understanding of data-driven decision-making in financial services.

Arjun brings a unique perspective to data science, combining technical excellence with practical business acumen, making him a valuable contributor to discussions on the future of AI and machine learning in enterprise applications.

Show More

Arjun Bali

Data Scientist

Arjun Bali is a Senior Data Scientist at Rocket Mortgage, where he leads innovative initiatives in artificial intelligence and machine learning. He has distinguished himself by developing a groundbreaking Retrieval-Augmented Generation (RAG)-based analytics platform that transformed organizational decision-making and achieved a 70% reduction in analyst hours. His expertise spans predictive modeling, natural language processing, and computer vision, with a proven track record of implementing solutions that drive business value.

Prior to his role at Rocket Mortgage, Arjun held positions at several Fortune 500 companies, including Yum! Brands and FedEx, where he specialized in developing predictive analytics solutions. At Yum! Brands, he spearheaded the Predictive Market Mapping Project for KFC and Pizza Hut, achieving remarkable accuracy in location optimization across international markets. His work at FedEx focused on implementing NLP and deep learning solutions that significantly improved ticket resolution efficiency.

Arjun's technical expertise encompasses a wide range of machine learning techniques, including advanced clustering algorithms, dimensional reduction, ensemble methods, and deep learning architectures. He has successfully applied these skills to diverse challenges, from predictive maintenance in energy infrastructure to customer behavior analytics in financial services. His innovative work in combining CNN and LSTM architectures for image captioning and sentiment analysis demonstrates his commitment to pushing the boundaries of AI applications.

Beyond his corporate experience, Arjun has entrepreneurial expertise as the co-founder of UrbanMedico, where he developed an online medical consultation platform that achieved significant market traction. His background in customer analytics at Citibank's Private Wealth division further enriches his understanding of data-driven decision-making in financial services.

Arjun brings a unique perspective to data science, combining technical excellence with practical business acumen, making him a valuable contributor to discussions on the future of AI and machine learning in enterprise applications.

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