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"I worked with Vignesh for around two years on multiple projects at Mr Cooper, primarily focused on delivering Machine Learning solutions. Vignesh brought strong statistical expertise to the team and was our key person for Model Development and Statistical Model Validation. He is also a great team player — always ready to step in and provide technical support during challenging situations. As a junior, I learned a lot from him and truly enjoyed working with him."

"I had the pleasure of working closely with Vignesh during our postgraduate studies, where we not only shared a strong academic camaraderie but also collaborated on several impactful projects. Vignesh consistently demonstrated a deep understanding of statistical concepts and a hands-on approach to applying them in real-world contexts. Vignesh is not only academically sound but also dependable, solution-oriented, and enthusiastic about contributing to socially relevant research. I highly recommend him."

"I am deeply grateful to Vignesh and Mathesh for their outstanding support and collaboration during my PhD research. Their creativity, analytical thinking, and passion for innovation significantly influenced the development of the research framework and model architecture. Through countless discussions and brainstorming sessions, they helped transform ideas into novel research contributions that enhanced the quality and impact of this work. Their encouragement, expertise, and commitment were invaluable, and I sincerely appreciate the role they played in helping me achieve this important milestone."

"Having worked closely with Vignesh for over two years, I can confidently say he is an exceptional technical leader and collaborator. At Mr. Cooper, he brought deep statistical expertise to our machine learning projects, serving as our go-to person for model development and statistical validation. Beyond his technical prowess, Vignesh is a phenomenal mentor and team player, always ready to step in with support during challenging situations. His analytical thinking and passion for innovation were equally invaluable during my PhD research, where his brainstorming sessions and creative insights significantly shaped the model architecture and research framework. I am deeply grateful for his outstanding support."

"Vignesh is a highly skilled and dedicated professional with a strong background in machine learning and data science. He has consistently demonstrated his ability to deliver high-quality work, often going above and beyond to ensure project success. Vignesh's analytical skills, combined with his collaborative approach, make him an invaluable asset to any team. I have had the pleasure of working with him on several projects, and his contributions have always been instrumental in achieving our goals. I highly recommend Vignesh for any role that requires expertise in machine learning and data science."