Viswanathan Swaminathan

Viswanathan Swaminathan is a prolific inventor and patent holder hailing from Saratoga, CA, and has 89 patents to his credit. His latest patents are centered around utilizing a sketching generator to adaptively generate content-campaign predictions and utilizing reinforcement learning techniques for automated video summarization.

One of his inventions relates to systems, non-transitory computer-readable media, and methods to generate sketches for clearing-bid values and bid-success rates based on multi-dimensional targeting criteria for a digital-content campaign and dynamically determine predicted values for the digital-content campaign based on the sketches. Mr. Swaminathan's work has been instrumental in helping businesses improve their campaign strategies and tailor ads effectively.

Another invention pertains to a video summarization system that uses reinforcement learning techniques to generate a summary video based on identified video frames. The system generates multiple action options for a campaign based on a reward function and uses that to determine a reward outcome and modify the summarization feature set accordingly.

Mr. Swaminathan is known for his contributions in Adobe Inc and Adobe Systems Inc, where he worked alongside coworkers Saayan Mitra and Sheng Wei. His patents and inventions have helped companies achieve greater success in digital content campaigns and video summarization, which is a testament to his creativity and technical prowess.

Overall, Viswanathan Swaminathan's works demonstrate his commitment to innovation and his ability to revolutionize the realm of digital marketing and video summarization.