Suvobrat Ghosh Email & Phone Number

Boston, MA, US

Redmond, Washington, US

- Researched zero-cost performance evaluation for neural architecture search (NAS) on automatic speech recognition.- Faster performance evaluation speeds up the architecture search by multiple folds. Also experimenting on how learnings transfer across domains (e.g. how well zero-cost proxies learned from vision task transfers to speech recognition).

Amherst, Massachusetts, US

Assisted the university course for 3D intelligent visual computing (COMPSCI 574/674)

Kista, Stockholm, SE

- Performed research on active learning for labelling time series data. Worked on novel proposal utilizing attention to build the context of the unlabeled data before sampling from them.- Collaborated on evaluation of graph neural networks for the identification of potential cells to put to sleep, reducing overall energy consumption.

- Worked on propensity modelling for arbitration, which helped reduce average time spent and expense per collection by 127% and 1.8x respectively.- Developed a model for address verification by combining clustering and classification algorithms.- Developed a classifier using character-level RNN for ranking preferred language while connecting with agents.

Dover, Delaware, US

- Developed context-sensitive advertisement generation algorithms for the social platform.- Engineered features and interests based on static as well as dynamic user data and interactions such as images uploaded, posts liked, users followed etc.- Provided a portal for the advertisers to onboard themselves, set their target audience and run campaigns.- Also.

Mumbai, Maharashtra, IN

- Researched and developed an application for automated facial re-enactment. Used conditional generative adversarial network to learn mouth texture distribution, conditioned on its mouth. Oriented the shape using an average 3D model and applied the texture on the target frame with post-processing.- Also worked on automatic license plate detection on Indian.

Mumbai, IN

Developed an application to determine porosity, permeability, and similar related properties of minerals via image analysis. Information obtained from the analysis was used to deduce the diffusion coefficient of the given minerals and compare them to empirical results.

Navi-Mumbai, Maharashtra, IN

Developed a web app for sending bulk messages to clients on Whatsapp.

Master'S Degree, Computer Science

Bachelor'S Degree, Computer Engineering