Northeastern University - Silicon Valley
6024 Silver Creek Valley Rd
San Jose, CA 95138
ATTN: Anurag Bhardwaj, 6024 Silver Creek Valley Rd
360 Huntington Avenue
Boston, MA 02115-5000
- Machine learning
- Computer vision
- PhD and MS in computer science & engineering, University at Buffalo
- BS in computer engineering, National Institute of Technology, Kurukshetra, India
Where did you grow up?
What are the specifics of your educational background?
I finished my PhD and MS in computer science & engineering from the University at Buffalo. During my PhD, I was also affiliated with Center for Unified Biometrics & Sensors as a research assistant. Prior to this, I completed my bachelor’s in computer engineering from National Institute of Technology, Kurukshetra in India.
What is your research focus in a bit more detail? Is your current research path what you always had in mind for yourself, or has it evolved somewhat? If so, how/why?
My research has primarily focused on large scale machine learning, computer vision, and deep learning. During my PhD, I primarily addressed the problem of indexing and retrieval from document images. I proposed a model for style-based retrieval from handwritten document images, which received the best paper award at ICFHR 2010. My PhD dissertation also explored other related problems in this area such as multilingual indexing and retrieval of document images.
After my PhD, I joined eBay Research Labs, where my research evolved from building small-scale prototypes to web scale data driven solutions. Our work at eBay resulted in the mobile app feature called eBay Image Swatch, which received international media coverage in places such as E! News and CNN. Our work on visual fashion recommendation was also featured in MIT Technology Review and GigaOm.
What are the specifics of your industry experience?
I am currently a Bay Area-based data scientist. In my previous roles at eBay and Wiser solutions, I led and drove data science efforts across a wide spectrum of ecommerce related problems.