Avinash G.
Backend Architecture | Machine Learning | Payment Fraud Detection | Mentor | IEEE Senior Member
- Role
- Senior Software Engineer at Stripe
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About Avinash G.
Highly accomplished software engineer with 12+ years of extensive experience in…
Experience
Senior Software Engineer
Oct 2021 — Present
Contribute to Stripe\'s mission of increasing the GDP of the internet by developing robust fraud detection, decision and prevention systems.Key Responsibilities and Achievements:* Architect and implement scalable fraud decision platforms with centralized backtesting, observability, and experimentation capabilities.* Design and develop machine learning models to detect and mitigate complex fraud attacks, significantly reducing financial risks.* Create dynamic risk management systems that automatically adjust parameters for merchant cohorts in response to evolving threats.* Conduct advanced data analysis on structured and unstructured datasets to proactively identify emerging fraud patterns.* Develop visualization tools and dashboards to drive visibility into organizational impact, performance, and risk metrics.* Lead incident response efforts for high-priority fraud schemes, rapidly implementing mitigation strategies.* Optimize decision frameworks to balance fraud predictions with future revenue projections and potential losses.* Collaborate cross-functionally to propose and implement new decision policies that directly reduce Stripe\'s fraud losses.
Education
Shanmugha Arts, Science, Technology and Research Academy
Bachelor's degree, Information Technology
2012
University of Central Missouri
Masters, Computer Science
2013 — 2014
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