Writers
Data Analysts
Consultants
Product Developers
Researchers
Why Kolabtree
Getting started is quick and easy. No upfront fees
It’s free to request a service and invite bids from experts
Discuss the project scope and fee and hire the expert who best meets your requirements
Collaborate with the expert directly to get your work done the right way
Fund project when you hire the expert, but release the funds only once work is done
Want to hire this expert for a project? Request a quote for free.
Profile Details
Contact
★★★★★
☆☆☆☆☆
USD 120 /hr
Hire Dr. Sushant S.
United States
USD 120 /hr

Statistics and Machine Learning Practitioner | Environmental Data Science Expert

Profile Summary
Subject Matter Expertise
Services
Work Experience

Associate Director

Virtusa Corporation

January 2021 - Present

Head of Artificial Intelligence Competency

Virtusa Corporation

September 2015 - Present

Education

PhD (Earth and Environmental Studies)

Montclair State University College of Science and Mathematics

September 2010 - May 2015

Ph.D. (Water and Environmental Management)

Magadh University

June 2006 - May 2010

Master of Science (PG Department of Environmental Science)

Anugrah Narayan College

1999 - 2003

Certifications
  • Certification details not provided.
Publications
JOURNAL ARTICLE
Binh Thai Pham, Tran Van Phong, Mohammadtaghi Avand, Nadhir Al-Ansari, Sushant K. Singh, Hiep Van Le, Indra Prakash, Zheng-zheng Wang(2020). Improving Voting Feature Intervals for Spatial Prediction of Landslides . Mathematical Problems in Engineering. 2020. p. 1--15. Hindawi Limited
Viet-Ha Nhu, Danesh Zandi, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Nadhir Al-Ansari, Sushant K. Singh, Jie Dou, Hoang Nguyen(2020). Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road in the West of Iran . Applied Sciences. 10. (15). p. 5047. {MDPI} {AG}
Sushant Singh, Viet-Ha Nhu, Danesh Zandi, Himan Shahabi, Kamran Chapi, Ataollah Shirzadi, Nadhir Al-Ansari, jie dou, Hoang Nguyen (2020). Comparison of Support Vector Machine, Bayesian Logistic Regression, and Alternating Decision Tree Algorithms for Shallow Landslide Susceptibility Mapping along a Mountainous Road in the West of Iran . Applied Sciences.
(2020). GIS-Based Ensemble Soft Computing Models for Landslide Susceptibility Mapping . Advances in Space Research.
(2020). Global decision support dashboard of COVID-19 . AIMS Medical Science.
Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Sushant K. Singh, Nadhir Al-Ansari, John J. Clague, Abolfazl Jaafari, Wei Chen, Shaghayegh Miraki, Jie Dou, et al.(2020). Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms . International Journal of Environmental Research and Public Health. 17. (8). p. 2749. {MDPI} {AG}
Sushant Singh, Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Nadhir Al-Ansari, John J. Clague, Abolfazl Jaafari, Wei Chen, Shaghayegh Miraki, jie dou, et al. (2020). Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms . International Journal of Environmental Research and Public Health.
Binh Thai Pham, Tran Van Phong, Trung Nguyen-Thoi, Kajori Parial, Sushant K. Singh, Hai-Bang Ly, Kien Trung Nguyen, Lanh Si Ho, Hiep Van Le, Indra Prakash(2020). Ensemble modeling of landslide susceptibility using random subspace learner and different decision tree classifiers . Geocarto International. p. 1--23. Informa {UK} Limited
Dieu Tien Bui, Ataollah Shirzadi, Ata Amini, Himan Shahabi, Nadhir Al-Ansari, Shahriar Hamidi, Sushant K. Singh, Binh Thai Pham, Baharin Bin Ahmad, Pezhman Taherei Ghazvinei (2020). A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers . Sustainability.
Sushant Singh, Dieu Tien Bui, Ataollah Shirzadi, Ata Amini, Himan Shahabi, Nadhir Al-Ansari, Shahriar Hamidi, Binh Thai Pham, Baharin Bin Ahmad, Pezhman Taherei Ghazvinei (2020). A Hybrid Intelligence Approach to Enhance the Prediction Accuracy of Local Scour Depth at Complex Bridge Piers . Sustainability.
Singh Sushant K(2020). A Commentary on the Application of Artificial Intelligence in the Insurance Industry . Trends in Artificial Intelligence. 4. (1). {sPage}.{direcT}
Bui, D.T., Shirzadi, A., Amini, A., Shahabi, H., Al-Ansari, N., Hamidi, S., Singh, S.K., Pham, B.T., Ahmad, B.B., Ghazvinei, P.T.(2020). A hybrid intelligence approach to enhance the prediction accuracy of local scour depth at complex bridge piers . Sustainability (Switzerland). 12. (3).
Singh, Sushant K. (2020). COVID-19: A master stroke of Nature . AIMS Public Health.
Pham, B.T., Phong, T.V., Nguyen-Thoi, T., Parial, K., K. Singh, S., Ly, H.-B., Nguyen, K.T., Ho, L.S., Le, H.V., Prakash, I.(2020). Ensemble modeling of landslide susceptibility using random subspace learner and different decision tree classifiers . Geocarto International.
Binh Thai Pham, Singh, Sushant K., Ly, Hai-Bang (2020). Using Artificial Neural Network (ANN) for prediction of soil coefficient of consolidation . Vietnam Journal of Earth Sciences.
(2019). Hybrid computational intelligence models for groundwater potential mapping . CATENA.
(2019). Assessing the role of risk perception in ensuring sustainable arsenic mitigation . Groundwater for Sustainable Development.
(2019). Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms . Sustainability.
Pham, B.T., Prakash, I., Singh, S.K., Shirzadi, A., Shahabi, H., Tran, T.-T.-T., Bui, D.T.(2019). Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches . Catena. 175. p. 203-218.
Phong, T.V., Phan, T.T., Prakash, I., Singh, S.K., Shirzadi, A., Chapi, K., Ly, H.-B., Ho, L.S., Quoc, N.K., Pham, B.T.(2019). Landslide susceptibility modeling using different artificial intelligence methods: a case study at Muong Lay district, Vietnam . Geocarto International.
Pham, B.T., Jaafari, A., Prakash, I., Singh, S.K., Quoc, N.K., Bui, D.T.(2019). Hybrid computational intelligence models for groundwater potential mapping . Catena. 182.
Singh, S.K.(2019). A career in environmental informatics and environmental data science . Frontiers in Ecology and the Environment. 17. (4). p. 240-241.
Singh, S.K., Taylor, R.W.(2019). Assessing the role of risk perception in ensuring sustainable arsenic mitigation . Groundwater for Sustainable Development. 9.
Pham, B.T., Shirzadi, A., Shahabi, H., Omidvar, E., Singh, S.K., Sahana, M., Asl, D.T., Ahmad, B.B., Quoc, N.K., Lee, S.(2019). Landslide susceptibility assessment by novel hybrid machine learning algorithms . Sustainability (Switzerland). 11. (16).
Pham, B.T., Prakash, I., Dou, J., Singh, S.K., Trinh, P.T., Tran, H.T., Le, T.M., Van Phong, T., Khoi, D.K., Shirzadi, A., et al.(2019). A novel hybrid approach of landslide susceptibility modelling using rotation forest ensemble and different base classifiers . Geocarto International.
Sushant K. Singh, Robert W. Taylor, Mohammad Mahmudur Rahman, Biswajeet Pradhan(2018). Developing robust arsenic awareness prediction models using machine learning algorithms . Journal of Environmental Management. 211. p. 125--137. Elsevier {BV}
Sushant K. Singh, Robert W. Taylor, Mohammad Mahmudur Rahman, Biswajeet Pradhan(2018). Developing robust arsenic awareness prediction models using machine learning algorithms . Journal of Environmental Management. 211. p. 125--137. Elsevier {BV}
(2018). Groundwater Arsenic Contamination in the Ganga River Basin: A Future Health Danger . International Journal of Environmental Research and Public Health.
Singh, S.K., Taylor, R.W., Rahman, M.M., Pradhan, B.(2018). Developing robust arsenic awareness prediction models using machine learning algorithms . Journal of Environmental Management. 211. p. 125-137.
Marcello Menapace(2018). Scientific ethics: a new approach . International Journal of Applied Science - Research and Review. 05. Scitechnol Biosoft Pvt. Ltd.
Chakraborti, D., Singh, S.K., Rahman, M.M., Dutta, R.N., Mukherjee, S.C., Pati, S., Kar, P.B.(2018). Groundwater arsenic contamination in the ganga river basin: A future health danger . International Journal of Environmental Research and Public Health. 15. (2).
Binh Thai Pham, Indra Prakash, Jie Dou, Sushant K. Singh, Phan Trong Trinh, Hieu Trung Tran, Tu Minh Le, Van Phong Tran, Dang Kim Khoi, Ataollah Shirzadi, et al.(2018). A Novel Hybrid Approach of Landslide Susceptibility Modeling Using Rotation Forest Ensemble and Different Base Classifiers . Geocarto International. p. 1--38. Informa {UK} Limited
Sushant K. Singh (2017). Evaluating two freely available geocoding tools for geographical inconsistencies and geocoding errors . Open Geospatial Data, Software and Standards.
Sushant K. Singh(2017). Conceptual framework of a cloud-based decision support system for arsenic health risk assessment . Environment Systems and Decisions. Springer Nature
Sushant K. Singh, Eric A. Stern(2017). Global Arsenic Contamination: Living With the Poison Nectar . Environment: Science and Policy for Sustainable Development. 59. (2). p. 24--28. Informa {UK} Limited
Sushant K. Singh, Eric A. Stern(2017). Global Arsenic Contamination: Living With the Poison Nectar . Environment: Science and Policy for Sustainable Development. 59. (2). p. 24--28. Informa {UK} Limited
Singh, S.K.(2017). Conceptual framework of a cloud-based decision support system for arsenic health risk assessment . Environment Systems and Decisions. p. 1-16.
Singh, S.K.(2017). An analysis of the cost-effectiveness of arsenic mitigation technologies: Implications for public policy . International Journal of Sustainable Built Environment. 6. (2). p. 522-535.
Sushant K. Singh(2017). An Analysis of the Cost-Effectiveness of Arsenic Mitigation Technologies: Implications for Public Policy . International Journal of Sustainable Built Environment. Elsevier {BV}
Singh, S.K., Taylor, R.W., Su, H.(2017). Developing sustainable models of arsenic-mitigation technologies in the middle-ganga Plain in India . Current Science. 113. (1). p. 80-93.
Singh, S.K., Stern, E.A.(2017). Global Arsenic Contamination: Living With the Poison Nectar . Environment. 59. (2). p. 24-28.
Singh, S.K.(2016). Geospatial analysis of census data for targeting new businesses using geoeconomics . Journal of Intelligence Studies in Business. 6. (3). p. 05-12.
Singha Sushant K.(2016). Geospatial analysis of census data for targeting new businesses using geoeconomics . Journal of Intelligence Studies in Business. 6. (3). Adhou Communications {AB}
Singh, Sushant K(2015). Groundwater Arsenic Contamination in the Middle-Gangetic Plain, Bihar (India): The Danger Arrived. International Research Journal of Environment Sciences. 4. (2). p. 70--76.
Singh, S.K., Vedwan, N.(2015). Mapping composite vulnerability to groundwater arsenic contamination: an analytical framework and a case study in India . Natural Hazards. 75. (2). p. 1883-1908.
Siegel, P.E., Jones, J.G., Pearsall, D.M., Dunning, N.P., Farrell, P., Duncan, N.A., Curtis, J.H., Singh, S.K.(2015). Paleoenvironmental evidence for first human colonization of the eastern Caribbean . Quaternary Science Reviews. 129. p. 275-295.
Peter E. Siegel, John G. Jones, Deborah M. Pearsall, Nicholas P. Dunning, Pat Farrell, Neil A. Duncan, Jason H. Curtis, Sushant K. Singh(2015). Paleoenvironmental evidence for first human colonization of the eastern Caribbean . Quaternary Science Reviews. 129. p. 275--295. Elsevier {BV}
How the arsenic-affected perceive risk @article{2014,doi = {10.1038/nindia.2014.156},url = {https://doi.org/10.1038%2Fnindia.2014.156},year = 2014,month = {nov},publisher = {Springer Nature},title = {How the arsenic-affected perceive risk},journal = {Nature India}} . Nature India.
Sushant K. Singh, Neeraj Vedwan(2014). Mapping composite vulnerability to groundwater arsenic contamination: an analytical framework and a case study in India . Nat Hazards. 75. (2). p. 1883--1908. Springer Science $\mathplus$ Business Media
Sushant Singh, Charles Feldman, Shahla Wunderlich(2014). Disaster issues and management in farm and urban crop production . Perspectives in Public Health. 134. (3). p. 127--128. {SAGE} Publications
Singh, S.K., Ghosh, A.K., Kumar, A., Kislay, K., Kumar, C., Tiwari, R.R., Parwez, R., Kumar, N., Imam, M.D.(2014). Groundwater arsenic contamination and associated health risks in Bihar, India . International Journal of Environmental Research. 8. (1). p. 49-60.
Sushant Singh, Charles Feldman, Shahla Wunderlich(2014). Heavy Metal Contamination Levels in Vegetables Grown in an Urban Community Garden in the Northeast USA . Food Studies: An Interdisciplinary Journal. 3. (3). p. 77--87. Common Ground Publishing
Singh, S., Feldman, C., Wunderlich, S.(2014). Disaster issues and management in farm and urban crop production . Perspectives in Public Health. 134. (3). p. 127-128.
Sushant Kumar Singh, Ashok Kumar Ghosh(2012). Health Risk Assessment Due to Groundwater Arsenic Contamination: Children Are at High Risk . Human and Ecological Risk Assessment: An International Journal. 18. (4). p. 751--766. Informa {UK} Limited
Singh, S.K., Ghosh, A.K.(2012). Health Risk Assessment Due to Groundwater Arsenic Contamination: Children Are at High Risk . Human and Ecological Risk Assessment. 18. (4). p. 751-766.
Singh, S.K., Ghosh, A.K.(2011). Entry of Arsenic into food material -A case study . World Applied Sciences Journal. 13. (2). p. 385-390.
Singh, SK, Ghosh, AK(2010). Effect of Arsenic on Photosynthesis, Growth and its Accumulation in the Tissues of Allium cepa (Onion). International Journal of Environmental Engineering and Management. 1. (1). p. 39--50.
Ghosh, Ashok K, Singh, Shatrunjay K, Singh, Sushant K, Singh, Amardip, Roy, NP, Upadhyaya, Ajay, Bose, Nupur, Chaudhary, Sunil, Mishra, Ranjan(2008). Study of arsenic contamination in ground water of Bihar,(India) along the river ganges. Water and Energy Abstracts. 18. (1). p. 19-20.
OTHER
Sushant Singh (2020). Janata Curfew (People's Curfew) in India due to COVID-19 Coronavirus . figshare.
Sushant Singh (2020). Current Status of COVID-19 Coronavirus in Asia : March 15, 2020 . figshare.
Sushant Singh (2020). Current Status of COVID-19 Coronavirus Incidences and Deaths in the US: March 21, 2020 . figshare.
Sushant Singh (2020). Janata Curfew (People's Curfew) in India due to COVID-19 Coronavirus . figshare.
Sushant Singh (2020). Current Status of COVID-19 Coronavirus Incidences and Deaths in the US: March 21, 2020 . figshare.
Sushant Singh (2020). Current Status of COVID-19 Coronavirus in Asia : March 15, 2020 . figshare.
Dipankar Chakrabarti, Sushant K. Singh, Md Harunur Rashid, Mohammad Mahmudur Rahman(2018). Arsenic: Occurrence in Groundwater ☆ . Reference Module in Earth Systems and Environmental Sciences. Elsevier
Sushant K Singh (2016). Arsenic affected community blocks of Bihar, India . Mendeley.
Sushant Singh (2016). Arsenic affected community blocks of Bihar, India . Mendeley.
Sushant K. Singh, Stefanie A. Brachfeld, Robert W. Taylor(2016). Evaluating Hydrogeological and Topographic Controls on Groundwater Arsenic Contamination in the Middle-Ganga Plain in India: Towards Developing Sustainable Arsenic Mitigation Models . Emerging Issues in Groundwater Resources. p. 263--287. Springer Nature
Sushant K Singh (2016). Multiple Groundwater Contamination in the Mid-Gangetic Plain, Bihar (India): A Potential Threat . Mendeley.
BOOK CHAPTER
(2019). Assessing and Mapping Human Health Risks Due to Arsenic and Socioeconomic Correlates for Proactive Arsenic Mitigation . Advances in Water Security.
Chakrabarti, D., Singh, S.K., Rashid, M.G.H., Rahman, M.M.(2019). Arsenic: Occurrence in groundwater . Encyclopedia of Environmental Health. p. 153-168.
Siegel, Peter E and Jones, John G and Pearsall, Deborah M and Dunning, Nicholas P and Farrell, Pat and Duncan, Neil A and Curtis, Jason H and Singh, Sushant K(2018). 2 Humanizing the landscapes of the Lesser Antilles during the Archaic Age. The Archaeology of Caribbean and Circum-Caribbean Farmers (6000 BC-AD 1500). Routledge
Ghosh, Ashok Kumar, Singh, Shatrunjay Kumar, Bose, Nupur, Roy, Narendra Prasad, Singh, Sushant Kumar, Upadhyay, Ajay Kumar, Kumar, Shailendra, Singh, Amardip(2009). Arsenic hot spots detected in the State of Bihar (India) a serious health hazard for estimated human population of 5.5 Lakhs. Assessment of Ground Water Resources and Management. p. 62--70.
BOOK
(2019). Arsenic Water Resources Contamination . Advances in Water Security.
Singh, Sushant(2011). Arsenic Contamination in water, soil, and food materials in Bihar . LAP Lambert Academic Publishing
CONFERENCE PAPER
Singh, S.K., Taylor, R.W.(2018). Likelihood of adoption of arsenic-mitigation technologies under perceived risks to health, income, and social discrimination to arsenic contamination . Environmental Arsenic in a ChangingWorld - 7th International Congress and Exhibition Arsenic in the Environment, 2018. p. 525-529.