Arijit Biswas — AI Researcher
Research Interests: 1. Machine Learning: Deep Learning (Convolutional Neural networks, Recurrent Neural Networks, Long Short-term Memory, Multimodal Deep Learning), Weakly supervised learning, Active Learning, Semi-supervised Learning, Clustering, Metric Learning, Bayesian Non-parametric Methods (Chinese restaurant Process, Indian Buffet Process). 2. Computer Vision: Temporal Video Segmentation, Activity/Action Recognition in Videos, Computer Vision with Human-in-the-loop, Social Network Image Analysis, Image/Video Retrieval, Parts and Attributes of Images, Medical Image Analysis, Image and Video Processing, Object and Scene Recognition, 3-d Reconstruction. 3. Multimedia Analytics: Combine visual/audio/text information from videos/images for classification, summarization, localization, etc. 4. Text Analytics: Text Temporal Segmentation, Topic Modeling. 5. Other: Crowdsourcing, Human Computer Interaction, Bio-inspired Optimization. PhD Research: Active and Semi-supervised Clustering of Images. I also worked on Leafsnap during the initial years of my PhD. I did internships at Toyota Technological Institute at Chicago (TTIC) and Xerox PARC during the third and forth year of my PhD respectively.
Stackforce AI infers this person is a Machine Learning and Computer Vision expert in the SaaS industry.
Location: Sunnyvale, California, United States
Experience: 16 yrs 3 mos
Career Highlights
- Expert in Machine Learning and Computer Vision.
- PhD research focused on Active and Semi-supervised Clustering.
- Experience with leading roles at Amazon in applied science.
Work Experience
Amazon
Senior Applied Science Manager (1 yr)
Applied Science Manager (3 yrs 2 mos)
Senior Applied Scientist (2 yrs 3 mos)
Senior Machine Learning Scientist (1 yr 2 mos)
Machine Learning Scientist (1 yr 11 mos)
Xerox Research Center India
Research Scientist (2 yrs 1 mo)
PARC
Research Intern (3 mos)
Toyota Technological Institute (TTI)
Research Intern (3 mos)
University of Maryland
Research Assistant (4 yrs 8 mos)
Education
Doctor of Philosophy (PhD) at University of Maryland
Master of Science (M.S.) at University of Maryland
Bachelor of Engineering (B.E.) at Jadavpur University