Kuhu Pandey
Capital One | MS CS | Syracuse University
- Role
- Principal Associate at Capital One
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Kuhu Pandey
I am an experienced Software Engineer with nine years of programming expertise and a Master\'s in Computer Science.I am proficient in various programming languages, including React, Python, Angular, Java, TypeScript, and more. My technical skills extend to MySQL, Redis, PostgreSQL, MongoDB, and tools like GitHub, Docker, Kubernetes, Jira, and AWS.I have designed and optimized ML architectures in AWS, developed robust CI/CD pipelines for production-grade ML systems, and driven automation to enhance scalability and efficiency. Additionally, I have built productivity-enhancing tools for AI/ML practitioners, implemented advanced monitoring solutions, and maintained operational excellence. With strong problem-solving and communication skills, I have effectively influenced technical decisions and collaborated across teams. Committed to mentorship and continuous innovation, I have stayed at the forefront of industry advancements to deliver impactful ML infrastructure solutions.
Experience
Principal Associate
Aug 2023 — Present · IL, US
Architected GPU acceleration infrastructure to optimize computational workload processing, reducing model training times by 60% and improving performance for compute-intensive machine learning tasks, saving 150+ hours monthly across development teams. Developed full stack solutions to build and maintain machine learning platform components, implementing both frontend user interfaces and backend microservices to ensure seamless user experience and 99.5% platform uptime. Implemented robust security and compliance framework ensuring all platform integrations met enterprise security standards, achieving 100% compliance with regulatory requirements, and reducing security vulnerabilities by 40% through automated scanning protocols. Developed and maintained CI/CD pipelines for automated deployment of ML platform components, with hands-on experience in a Kubernetes environment. Partnered with engineering managers to refine processes, focusing on both technical and operational efficiencies. Implemented Infrastructure as Code practices to ensure consistent, reliable, and scalable platform delivery across development environments. Mentored and onboarded 15+ new hires, imparting functional and technical knowledge and fostering an environment of learning and growth, reducing onboarding time by 50%.
Education
Gokuldham High School & Junior College
Senior Secondary School, Science
2006 — 2008
Syracuse University
Master of Science - MS, Computer Science
2021 — 2023
Savitribai Phule Pune University
Bachelor of Engineering (BEng), Information Technology
2010 — 2014
Thakur College of Science & Commerce
Higher Secondary School, Science
2008 — 2010
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