Senior Data Scientist
CurrentPubMatic provides a platform that connects digital publishers to buyers. It receives more than 100 billion impressions per day and sends bid requests to more than 100 buyers. I use machine learning algorithms to throttle bid requests with low-value and manage traffic with minimum loss. • collaborating with engineers to improve the efficiency of our platform and reduce infrastructure costs.• designed and developed an algorithm to reduce over-delivery and under-delivery that increased platform spends by 10%.• Identified a bug in the way test traffic was being allocated and implemented a solution to the problem that saved the company $3M annually.• Eliminated traffic spike sending to buyers by forecasting traffic and throttling more aggressively during peak hours.