Summary
Gurudev Ilangovan is a Data Science Manager at Capital One with a decade of experience building production-ready analytics and machine learning solutions that bridge research and business impact. He progressed through senior data scientist and principal roles at Capital One, delivering systems for continuous monitoring, audit automation, and scalable data portals while mentoring teams and shipping production code. Gurudev’s academic work at Texas A&M produced peer-reviewed CHI papers and practical tools—like a privacy-preserving record linkage interface that cut PII disclosure by 70% and an R package implementing a sequential mining algorithm used to flag risky PTSD treatment sequences. Comfortable across machine learning, software engineering, optimization and statistical thinking, he combines deep technical rigor with product-minded pragmatism. Based in McLean, VA, he’s known for turning complex, messy data problems into auditable, deployable solutions and for a knack for making research directly useful to real-world stakeholders.
10 years of coding experience
8 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Texas A&M University
High School Computer Science, High School Computer Science at D.A.V matriculation higher secondary school
Bachelor of Engineering (B.E.) Mechanical Engineering, Bachelor of Engineering (B.E.) Mechanical Engineering at Anna University Chennai
English, Tamil