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Click here or scroll down to respond to this candidateCandidate's Name
Street Address . cell: PHONE NUMBER AVAILABLE oce: PHONE NUMBER AVAILABLE Q EMAIL AVAILABLE Looking for consulting positions in the area of Machine Learning, Articial Intelligence and Deep Learning. 10+ years of experience in these areas in research and software development. Academic BackgroundPh.D. in Computer Science and Engineering, The State University of New York at Bualo, September 2008; Dissertation Title: An Algorithmic Perspective on Problems in Biological Imaging Master of Science in Computer Science and Engineering, The State University of New York at Bualo, May 2004.Bachelor of Technology in Computer Science and Engineering, Institute of Engineering and Management, Calcutta, India, July 2002.EmploymentMachine Learning Consultant, Informatica October 2022- March 2023 Associate Professor (tenured), Computer Sciences, University of Wisconsin Whitewater Aug 2015 presentAssociate Scientist (summer), Department of Biostatistics and Medical Informatics, Univer- sity of Wisconsin Madison 2018 presentAssistant Professor, Math and Computer Sciences, University of Wisconsin Whitewater Aug 2008 Jul 2015TeachingArticial Intelligence related courses:1. CS 796 Deep Learning every spring staring 2024. Designed and developed the course. 2. CS 732 Machine Learning every fall staring 2017. Designed and developed the course. 3. CS 736 Image Processing and Computer Vision every Spring starting 2018. Designed and developed the course.1/64. CS 332 Articial Intellidence every Fall starting 2018. PublicationsJournals1. Candidate's Name ,Md Abdul Kader Sagar, Jonathan N. Ouellette, Jyoti J. Watters, and Kevin W. Eliceiri Joint regression-classication deep learning framework for analyzing uorescence lifetime images using NADH and FAD, Biomedical Optics Express 12(5), pp. 2703-2719 (2021)[impact factor 3.562].2. Candidate's Name , Huu Dat Bui, Adib Keikhosravi, Agnes Loeer, Kevin W. Eliceiri,Super-resolution recurrent convolutional neural networks for learning with multi-resolution whole slide images, Journal of Biomedical Optics 24(12), PHONE NUMBER AVAILABLE, doi: 10.1117/1.JBO.PHONE NUMBER AVAILABLE[impact factor 2.78] .3. Candidate's Name , Bui Dat Huu, Adib Keikhosravi and Kevin W. Eliceiri, Convolutional Neural Networks for Microscopic Image Superresolution, Biomedical Optics Express 9, 5368-5386(2018) [impact factor 4.23].4. Artem Pliss, Andrew J. Fritz, Branislav Stojkovic, Hu Ding, Candidate's Name , Jiming Peng, Jinhui Xu, Ensemble Clustering using Semidenite Programming with applications, Machine Learning Journal, Volume 79(1), May, 2010. [impact factor 2.326].7. Chris Hinrichs, Vikas Singh, Candidate's Name , Vikas Singh, Jiming Peng, Jinhui Xu, Michael J. Zeitz, Ronald Berezney, Generalized Median Graphs and applications, Journal of Combinatorial Optimization, Volume 17(1), January, 2009.2/611. Vikas Singh, Candidate's Name , Petru M. Dinu, Jinhui Xu, Kenneth R. Homann,Limited view CT reconstruction and segmentation via constrained metric labeling, Computer Vision and Image Understanding (Special Issue on Discrete Optimization in Computer Vision), Volume 112(1), October, 2008.12. Kishore Malyavantham, Sambit Bhattacharya, Marcos Barbeitos, Candidate's Name , Jinhui Xu, Frank Fackelmayer, Ronald Berezney Identifying Functional Neighborhoods within the Cell Nucleus: Proximity Analysis of Early S-Phase Replicating Chromatin Domains to Sites of Transcription, RNA Polymerase II, HP1, Matrin 3 and SAF-A, Journal of Celluluar Biochemsitry, 105(2), 2008. [impact factor 2.530].13. Vikas Singh, Candidate's Name , Jinhui Xu, Kenneth R. Homann, Petru M. Dinu, Matthew Podgorsak, Brachytherapy Seed Localization using Geometric and Linear Programming Techniques, IEEE Transactions on Medical Imaging, Special Issue on Mathematical Methods in Biomedical Image Analysis, Volume 26(9), September, 2007. [impact factor 3.939] Conference papers (peer-reviewed)14. Daniel Szegolowski, Candidate's Name , Yichao Wu, Vikas Singh and Sathya N. Ravi, Dier- entiable Optimization of Generalized Nondecomposable Functions using Linear Programs, Neural Information Processing Systems (NeurIPS), 2021.16. Candidate's Name , Sathya N. Ravi, Jiming Peng, Vikas Singh, A Biresolution Spectral framework for Product Quantization, Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.18. Sathya N. Ravi, Yunyang Xiong, Candidate's Name , Vikas Singh, Filter Flow made Practical: Massively Parallel and Lock-Free, Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR), July, 2017.19. Candidate's Name , Jiming Peng, Trevor Sigmund,Vikas Singh,Network Flow Formula- tions for Learning Binary Hashing., Proceedings of European Conference on Computer Vision(ECCV), Oct, 2016.20. Candidate's Name , Sathya N. Ravi, Vamsi K. Ithapu, Tyler Holmes, Vikas Singh, An NMF Perspective on Binary Hashing, Proceedings of IEEE International Conference on Computer Vision (ICCV), Oct, 2015.21. Jia Xu, Candidate's Name , Yin Li, Jamieson Warner, James M. Rehg, Vikas Singh,Gaze-enabled Egocentric Video Summarization via Constrained Submodular Maximization, Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR), June, 2015. 3/622. Candidate's Name , Jinhui Xu, Kenneth R. Homann,Limited view CT reconstruction via constrained metric labeling, Proceedings of IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (IEEE MMBIA) in conjunction with ICCV, October, 2007. [acceptance 22/120 for oral (18.3%), also invited to International Journal of Computer Vision].32. Candidate's Name , Vikas Singh, Jiming Peng, Jinhui Xu, Michael J. Zeitz, Ronald Berezney, Generalized Median Graphs: Theory and Applications, Proceedings of IEEE In- ternational Conference on Computer Vision (ICCV), October, 2007. [acceptance 281/1190(23.6%)].33. Candidate's Name , Vikas Singh, Jinhui Xu, Kishore Malyavantham, Ronald Berezney,On Mobility Analysis of Functional Sites from Time Lapse microscopic image sequences of living Cell Nucleus, Proceedings of Medical Image Computing and Computer Assisted Intervention(MICCAI), October, 2006. [acceptance 231/578 (39.9%)]. 4/634. Vikas Singh, Candidate's Name , Jinhui Xu, Kenneth R. Homann, Solving the Brachyther- apy Seed Localization problem using Geometric and Linear Programming techniques, Proceedings of ACM Symposium on Applied Computing (ACM SAC), April, 2006. [acceptance 300/927(32%)].35. Candidate's Name , Jinhui Xu, Artem Pliss, Ronald Berezney Ecient Algorithms for Motion and Deformation Recovery with Biological Applications, Proceedings of IEEE System, Man, and Cybernetics (IEEE SMC), 2004.Talks1. IEEE Computer Vision and Pattern Recognition Conference, Colorado Springs, June 2011. 2. International Symposium of Mathematical Programming (ISMP), Chicago, August 2009. 3. IEEE Computer Vision and Pattern Recognition Conference, Miami, June 2009. 4. UWW - Department of Mathematics and Computer Science Colloquium, November 2008. Awards and Honors2009 UWW Faculty Development Fellowship ($2500).2007 Mark Diamond Research Fund Award.2006-2007 Graduate Student Employees Union Professional Development Award. 2006 SPIE Travel Award for 2006.2004 Student Award at IEEE-SMC.2003-2007 Tuition scholarship (graduate), University at Bualo, Bualo. 1998-2002 J.R.D. Tata Merit scholarship for undergraduate studies. 1996 Rank 67th out of 400,000 students in West Bengal Madhyamik Pariksha (high school exam).5/6Grant Support1. PI on UWW Strategic Initiative Grant: Invigorating Computer Science Education through Establishment of an Undergraduate Project Lab (CS HUB), 2013 - $49, 680. 2. PI on NSF Grant CGV: Small: RUI: Analyzing subspace structure for group level image understanding, 2012 $231, 313.3. Co-Investigator on NSF Grant RI: Small: Endowing Graph-Based Image Segmentation with Global Advice , 2011 - UWW share $28, 769.4. Grant Writing fellowship (GWF) for Summer 2011, 2016 - $5000 5. Faculty Development Fellowship Summer 2010 - $2000 6. Faculty Development Award Spring 2010 - $25007. Faculty Development Fellowship Summer 2009, 2016, 2018 8. Fire Award Summer 2017, 2018 -$5000Professional Activities1. NSF Symposium on Cyber-Enabled Discovery and Innovation invited participant, September, 2007.2. NIH Research Festival participant (about 20% applicants invited), October, 2006. 3. NSF Review Panelist for IIS October 2012.4. Reviewer for Medical Physics, MeDIA, Knowledge and Information Systems, Transactions of Image Processing, Transactions on Biomedical Engineering, Signal Processing: Image Communication, Pattern Recognition Letters, PAMI, ICCV 2009-2017, CVPR 2011-2017, ECCV 2012-2017, MICCAI 2006-08, COCOON 2006, AAIM 2007, and COCOON 2007. Personal InformationCitizenship: USA6/6 |
