I am currently working in the algorithms team of Adobe Advertising Cloud Search (prev. Adobe Media Optimizer), where I build models which manage ad spends for businesses. I graduated from IIT Kanpur in the summer of 2017, with a major in Mathematics & Scientific Computing and a minor in Artificial Intelligence.
I am fascinated by techniques that can help generate information in human languages, to accomplish useful tasks like machine translation and abstractive summarization. In particular, I am intrigued by methods based on the transfer learning paradigm, as I believe they can make up for the paucity of training data in low-resource languages.
I am an avid football fan and spend most of my weekends watching matches. Sometimes though, I try to brush up my Spanish.
BS in Mathematics & Scientific Computing, minor in Artificial Intelligence, 2017
IIT Kanpur
Evaluate using policies learned from harder tasks.
NMT with transfer learning and MUSE.
Answer selection given a search query.
Poisson Matrix Factorization with stochastic updates.
Extractive summaries over Enron email dataset.
Real time object classification in video.