Ashwath Krishnan
Senior Software Engineer @ Capital One
- Role
- Senior Software Engineer at Capital One
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Ashwath Krishnan
NYC-based software engineer interested in artificial intelligence and cybersecurity.
Experience
Senior Software Engineer
Aug 2023 — Present · New York, NY, US
Designed and built machine learning and statistical models using Python (PyTorch and TensorFlow) as part of Capital One Cyber\'s Automated Access Control initiative- Created model monitoring scripts in Python and Bash to ensure performance and reliability, optimized the models\' AWS infrastructure, and built serverless functions in AWS Lambda to publish model output to consumers- Led the end-to-end planning, development, and deployment of the Entitlement Risk Score statistical model, assigning quantified risk levels to Capital One\'s internal accesses at a 99.85% satisfaction rate among entitlement owners- Enhanced the accuracy of a transformer-based language model for the Automated Access system by integrating a critical data source, boosting model performance by 12% for a high-impact user subset responsible for 16% of access requests.
Education
South Brunswick High School
High School Diploma
2014 — 2018
University of Maryland
Bachelor's degree, Computer Science
2018 — 2021
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.