Currently a member of the Data Science team with Cambridge Mobile Telematics, where my primary focus is in the development of crash and Claims products for current and future customers.
Completed my PhD from Stony Brook University (Dept. of biomedical informatics, Aug 2017-December 2020) where I have primarily focussed on improving variational(PDE) formulations of 3D reconstruction and 2D3D pose estimation using 2D and 3D vision based control frameworks. The geometric aspects of the work has applications in other areas like Medical imaging, Network Science etc.
I was a member of the Data Science Team at the vehicle telematics based startup-- Zendrive (2014-17, Bangalore, India), where I joined after graduating with M.Tech in Comp. Sc. from Indian Statistical Institute(2011-13, Kolkata, India). I finished my B.Tech in Comp. Sc. from West bengal university of Technology (2011, Kolkata, india). I have interned with Strand Life Sciences (summer 2012), Crypto unit ISI kolkata (summer 2013) in the past.
My professional and research interests are in technically challenging opportunities in Data-science, Scientific Computation and Applied Mathematics. I also like opporunity of designing large scale software systems, or porting ideas to well engineered code.
last_name dot first_name at gmail.com
ibipul at cs dot stonybrook dot edu
Senior Data Scientist (Apr 2022-Now), Cambridge
Data Scientist (Mar 2021-Mar 2022), Cambridge
Cambridge Mobile Telematics
314 Main St Ste 12
Cambridge, MA 02142
United States
PhD, Computer Vision (Aug 2017-Dec 2020)
Dept. of Biomedical Informatics
Stony Brook University
Stony Brook, NY, 11790
United States
Associate Data Scientist(July 2014-July 2017)
Zendrive
643, 11th Main Rd, 7th Cross
HAL 2nd Stage, Indiranagar
Bengaluru, KA 560038
India
M.Tech Computer Science (Aug 2011-July 2013)
Indian Statistical Institute
203 Barrackpore Trunk Road
Kolkata, WB 700108
India
Publications
Doctoral Thesis- Control-Based Reconstruction and Pose-Estimation. Bipul Islam. Nov 2020.
- Forming 3D Operator Control for 2D Image-Based Ambiguous Environments Bipul Islam, Ji Liu, Anthony Yezzi, Romeil Sandhu. American Control Conference 2021 (Accepted)
- An Interactive Control Approach to 3D Shape Reconstruction Bipul Islam, Ji Liu, Anthony Yezzi, Romeil Sandhu. American Control Conference 2020.
- Characterizing Distances of Networks on the Tensor Manifold Bipul Islam, Ji Liu, Romeil Sandhu. International Conference on Complex Networks and Their Applications. Springer, Cham, 2019.
- Method for smartphone-based accident detection. Jayanta Pal, Bipul Islam, Romit Roy Choudhury, Pankaj Risbood, Jonathan Matus, Vishal Verma. US9818239. 2017
Interesting Academic Projects
During Doctoral course-work:- Website page-load time analysis
- 2D image segmentation with snakes + interactive feedback control
- Interactive Graph visualization Framework with D3.js
- Comparison of ML based automated stretegies for building the index of a document
- Map reduce based projects for Word frequency tool, set Difference computation, and Singular Value decomposition for Image analysis.
- Code related to research publications are privately held. Viewable on request.
Miscelleneous
Invited Talks:
- Interactive Feedback Control Towards Scene Reconstruction. Invited talk: Dialogues at Zendrive. Jan 17, 2020.
- An Interactive Control Approach to 3D Shape Reconstruction. 2020 American Control Conference Denver (Virtual), CO, USA, July 1-3, 2020
- Discussion sessions and grading for CSE 101. Fall 2017, Spring 2018.
- Simons Summer Research Program mentor 2019 and 2018.
- Interactive Feedback Control Towards Scene Reconstruction. CSIRE summer program guest talk, 2019.
- Summer Intern. Indian Statistical Institute, Kolkata WB, India. May-Jul 2013. Exposure to current trends of interest in Cryptology, with focus on: Named Data Networking
- Summer Intern. Strand Life-Sciences, Bengaluru KA, India. May-Aug 2012. Study and implementation of Some Statistical Modelling & Visualization Techniques on Multivariate Data Analysis in the existing Gene-Spring Project