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USD 20 /hr
Hire Dr. Muhammad W.
Thailand
USD 20 /hr
Climate Change, Enviornment, Sustainability and Agricultural Expert.
Profile Summary
Subject Matter Expertise
Services
Writing
Technical Writing,
Copywriting,
General Proofreading & Editing
Research
Market Research,
User Research,
Meta-Research,
Feasibility Study,
Fact Checking,
Gap Analysis,
Gray Literature Search,
Scientific and Technical Research,
Systematic Literature Review,
Secondary Data Collection
Consulting
Digital Strategy Consulting,
Scientific and Technical Consulting
Data & AI
Predictive Modeling,
Statistical Analysis,
Image Processing,
Algorithm Design-ML,
Data Visualization,
Big Data Analytics,
Data Mining,
Data Cleaning,
Data Processing,
Data Insights
Work Experience
Research Assistant/PhD Scholar
King Mongkut's University of Technology Thonburi
August 2022 - Present 
Ph.D. Research Associate
Muhammad Nawaz Shareef University of Agriculture
September 2021 - Present
Lab Engineer
Muhammad Nawaz Shareef University of Agriculture
July 2018 - August 2022
Master Trainer
Muhammad Nawaz Shareef University of Agriculture
October 2017 - December 2017
Design Engineer
Agritec Industries (Pvt) Ltd.
June 2013 - April 2014
Internee
National Agricultural Research Council
February 2013 - April 2013
Education
M.SC AGRICULTURAL ENGINEERING (EDUCATIONAL INSTITUTE )
Bahauddin Zakariya University
October 2016 - October 2018
B.SC. AGRICULTURAL ENGINEERING (EDUCATIONAL ISTITUTE)
Bahauddin Zakariya University
September 2009 - June 2014
Certifications
Publications
JOURNAL ARTICLE
Muhammad Waqas, Adila Naseem, Usa Wannasingha Humphries, Phyo Thandar Hlaing, Muhammad Shoaib, Sarfraz Hashim (2025). A comprehensive review of the impacts of climate change on agriculture in Thailand . Farming System.
Muhammad Waqas, Usa Wannasingha Humphries (2024). A critical review of RNN and LSTM variants in hydrological time series predictions . MethodsX.
Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hlaing (2024). Time series trend analysis and forecasting of climate variability using deep learning in Thailand . Results in Engineering.
Muhammad Waqas, Bunthid Chueasa, Usa Wannasingha Humphries (2024). Influence of El Niño southern oscillation on precipitation variability in Northeast Thailand . MethodsX.
Muhammad Waqas, Shakeel Ahmad, Xiaomei Liu, Linan Liu, Junhui Zhang, Muhammad Azher Hassan, Shicheng Zhang, Bo Pan, Jingchun Tang (2024). Remediation of chromium contaminated water and soil by nitrogen and iron doped biochars . Science of The Total Environment.
Muhammad Waqas, Phyo Thandar Hlaing, Usa Wannasingha Humphries (2024). Hydrological model parameter regionalization: Runoff estimation using machine learning techniques in the Tha Chin River Basin, Thailand . MethodsX.
Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hlaing, Shakeel Ahmad (2024). Seasonal WaveNet-LSTM: A Deep Learning Framework for Precipitation Forecasting with Integrated Large Scale Climate Drivers . Water.
Muhammad Waqas, Usa Wannasingha Humphries, Bunthid Chueasa, Angkool Wangwongchai (2024). Artificial intelligence and numerical weather prediction models: A technical survey . Natural Hazards Research.
Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hlaing, Shakeel Ahmad (2024). Seasonal WaveNet-LSTM: A Deep Learning Framework for Precipitation Forecasting with Integrated Large Scale Climate Drivers . Water.
Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hlaing, Porntip Dechpichai, Angkool Wangwongchai (2024). Assessment of CMIP6 GCMs for selecting a suitable climate model for precipitation projections in Southern Thailand . Results in Engineering.
Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hliang, Porntip Dechpichai, Angkool Wangwongchai (2024). A deep learning perspective on meteorological droughts prediction in the Mun River Basin, Thailand . AIP Advances.
Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hlaing, Angkool Wangwongchai, Porntip Dechpichai (2024). Determination of crop water requirements and potential evapotranspiration for sustainable coffee farming in response to future climate change scenarios . Smart Agricultural Technology.
Muhammad Waqas, Phyo Thandar Hlaing, Usa Wannasingha Humphries (2024). Hydrological Model Parameter Regionalization: Runoff Estimation Using Machine Learning Techniques in the Tha Chin River Basin, Thailand . MethodsX.
Muhammad Waqas, Usa Wannasingha Humphries, Phyo Thandar Hlaing, Angkool Wangwongchai, Porntip Dechpichai (2024). Advancements in daily precipitation forecasting: A deep dive into daily precipitation forecasting hybrid methods in the Tropical Climate of Thailand . MethodsX.
Muhammad Waqas, Boobphachard Chansawang, Rahat Zarin, Usa Wannasingha Humphries, Prungchan Wongwises, Angkool Wangwongchai (2024). Efficient and consistent adaptive mesh generation for geophysical models: A case study over the Gulf of Thailand . AIP Advances.
Waqas, Muhammad, Humphries, Usa Wannasingha, Wangwongchai, Angkool, Dechpichai, Porntip, Zarin, Rahat, Hlaing, Phyo Thandar (2024). Incorporating novel input variable selection method for in the different water basins of Thailand . AEJ - Alexandria Engineering Journal.
Waqas, Muhammad, Humphries, Usa Wannasingha, Hlaing, Phyo Thandar, Dechpichai, Porntip, Wangwongchai, Angkool (2024). Assessment of CMIP6 GCMs for selecting a suitable climate model for precipitation projections in Southern Thailand . Results in Engineering.
Waqas, Muhammad, Chansawang, Boobphachard, Zarin, Rahat, Humphries, Usa Wannasingha, Wongwises, Prungchan, Wangwongchai, Angkool (2024). Efficient and consistent adaptive mesh generation for geophysical models: A case study over the Gulf of Thailand . AIP Advances.
Waqas, Muhammad, Hlaing, Phyo Thandar, Humphries, Usa Wannasingha (2024). Hydrological model parameter regionalization: Runoff estimation using machine learning techniques in the Tha Chin River Basin, Thailand . MethodsX.
Waqas, Muhammad, Humphries, Usa Wannasingha, Hlaing, Phyo Thandar, Wangwongchai, Angkool, Dechpichai, Porntip (2024). Determination of crop water requirements and potential evapotranspiration for sustainable coffee farming in response to future climate change scenarios . Smart Agricultural Technology.
Waqas, Muhammad, Humphries, Usa Wannasingha, Hlaing, Phyo Thandar, Wangwongchai, Angkool, Dechpichai, Porntip (2024). Advancements in daily precipitation forecasting: A deep dive into daily precipitation forecasting hybrid methods in the Tropical Climate of Thailand . MethodsX.
Muhammad Waqas (2023). Incorporating novel input variable selection method for in the different water basins of Thailand . Alexandria Engineering Journal.
Muhammad Waqas, Angkool Wangwongchai, Porntip Dechpichai, Phyo Thandar Hlaing, Shakeel Ahmad, Usa Wannasingha Humphries (2023). Imputation of missing daily rainfall data; A comparison between artificial intelligence and statistical techniques . MethodsX.
Muhammad Waqas, Usa Wannasingha Humphries, Angkool Wangwongchai, Porntip Dechpichai, Shakeel Ahmad (2023). Potential of Artificial Intelligence-Based Techniques for Rainfall Forecasting in Thailand: A Comprehensive Review . Water.
Muhammad Waqas, Usa Wannasingha Humphries, Angkool Wangwongchai, Porntip Dechpichai, Shakeel Ahmad (2023). Potential of Artificial Intelligence-Based Techniques for Rainfall Forecasting in Thailand: A Comprehensive Review . Water.
Muhammad Waqas, Sarfraz Hashim, Usa Wannasingha Humphries, Shakeel Ahmad, Rabeea Noor, Muhammad Shoaib, Adila Naseem, Phyo Thandar Hlaing, Hnin Aye Lin (2023). Composting Processes for Agricultural Waste Management: A Comprehensive Review . Processes.
Muhammad Waqas, Sarfraz Hashim, Usa Wannasingha Humphries, Shakeel Ahmad, Rabeea Noor, Muhammad Shoaib, Adila Naseem, Phyo Thandar Hlaing, Hnin Aye Lin (2023). Composting Processes for Agricultural Waste Management: A Comprehensive Review . Processes.
Waqas, Muhammad, Hashim, Sarfraz, Humphries, Usa Wannasingha, Ahmad, Shakeel, Noor, Rabeea, Shoaib, Muhammad, Naseem, Adila, Hlaing, Phyo Thandar, Lin, Hnin Aye (2023). Composting Processes for Agricultural Waste Management: A Comprehensive Review . Processes.
Waqas, Muhammad, Wangwongchai, Angkool, Dechpichai, Porntip, Hlaing, Phyo Thandar, Ahmad, Shakeel, Humphries, Usa Wannasingha (2023). Imputation of missing daily rainfall data; A comparison between artificial intelligence and statistical techniques . MethodsX.
Waqas, Muhammad, Humphries, Usa Wannasingha, Wangwongchai, Angkool, Dechpichai, Porntip, Ahmad, Shakeel (2023). Potential of Artificial Intelligence-Based Techniques for Rainfall Forecasting in Thailand: A Comprehensive Review . Water.
Muhammad Waqas, Usa Wannasingha Humphries, Rashid Ali, Muhammad Shoaib, Pariwate Varnakovida, Muhammad Faheem, Phyo Thandar Hlaing, Hnin Aye Lin, Shakeel Ahmad (2022). Runoff Estimation Using Advanced Soft Computing Techniques: A Case Study of Mangla Watershed Pakistan . Water.
Muhammad Waqas, Muhammad Saifullah, Muhammad Adnan, Muhammad Arshad, Asif Mehmood (2022). Temperature Based Agrometeorology Indices Variability in South Punjab, Pakistan . Challenges in Agro-Climate and Ecosystem.
Waqas, Muhammad, Hashim, Sarfraz, Rudra, Ramesh P., Khan, Akhtar Akhbtar, Mirani, Asif Ali, Sultan, Tariq, Ehsan, Farrukh, Abid, Muhammad, Saifullah, Muhammad (2022). On-Farm Composting of Agricultural Waste Materials for Sustainable Agriculture in Pakistan . Scientifica.
Waqas, Muhammad, Humphries, Usa Wannasingha, Ali, Rashid, Shoaib, Muhammad, Varnakovida, Pariwate, Faheem, Muhammad, Hlaing, Phyo Thandar, Lin, Hnin Aye, Ahmad, Shakeel (2022). Runoff Estimation Using Advanced Soft Computing Techniques: A Case Study of Mangla Watershed Pakistan . Water.
Muhammad Waqas, Phyo Thandar Hlaing, Usa Wannasingha Humphries, Hnin Aye Lin (2022). Monitoring Land Use/Land Cover Change in Tha Chin River Basin . Proceedings of The International Halal Science and Technology Conference.
Sarfraz Hashim and Alamgir Akhtar Khan and Rao Muhammad Ikram and Fatima Mehvish and Muhammad Saifullah and Muqarrab Ali and Haseeb-ur- Rehman and Aamir Hussain and Ammar Ashraf and Muhammad Waqas and Amor Hedfi and Mohammed Almalki(2021). Performance evaluation of indigenous floppy sprinkler irrigation system for various crops water management . Journal of King Saud University - Science. 33. (8). p. 101636. Elsevier {BV}
Waqas, Muhammad, Iqbal, Rashid, Habib-ur-Rahman, Muhammad, Raza, Muhammad Aown Sammar, Ikram, Rao Muhammad, Ahmed, Muhammad Zeshan, Toleikiene, Monika, Ayaz, Muhammad, Mustafa, Farhan, Ahmad, Salman, et al. (2021). Assessing the potential of partial root zone drying and mulching for improving the productivity of cotton under arid climate . Environmental Science and Pollution Research.
Muhammad Waqas and Muhammad Shoaib and Muhammad Saifullah and Adila Naseem and Sarfraz Hashim and Farrukh Ehsan and Irfan Ali and Alamgir Khan(2021). Assessment of Advanced Artificial Intelligence Techniques for Streamflow Forecasting in Jhelum River Basin . Pakistan Journal of Agricultural Research. 34. (3). {ResearchersLinks} Ltd
Muhammad Waqas, Muhammad Shoaib, Muhammad Saifullah, Adila Naseem, Sarfraz Hashim, Farrukh Ehsan, Irfan Ali, Alamgir Khan (2021). Assessment of advanced artificial intelligence techniques for streamflow forecasting in Jhelum River Basin . Pakistan Journal of Agricultural Research.
Waqas, Muhammad, Hashim, Sarfraz, Khan, Alamgir Akhtar, Ikram, Rao Muhammad, Mehvish, Fatima, Saifullah, Muhammad, Ali, Muqarrab, Haseeb-ur-Rehman, Hussain, Aamir, Ashraf, Ammar, et al. (2021). Performance evaluation of indigenous floppy sprinkler irrigation system for various crops water management . Journal of King Saud University - Science.
BOOK CHAPTER
Muhammad Waqas, Phyo Thandar Hlaing, Usa Wannasingha Humphries (2024). A Review on Estimation of Climate and Land Use Change Impacts on Tropical Streamflow Using Remote Sensing and GIS .
Muhammad Waqas and Muhammad Saifullah and Sarfraz Hashim and Mohsin Khan and Sher Muhammad(2021). Evaluating the Performance of Different Artificial Intelligence Techniques for Forecasting: Rainfall and Runoff Prospective . Weather Forecasting [Working Title]. {IntechOpen}
CONFERENCE PAPER
Muhammad Waqas (2023). Streamflow Forecasting by Artificial Neural Networks in Different Climatic Zones . The 26th International Annual Symposium on Computational Science and Engineering.
Muhammad Waqas, Sébastien Bonnet, Usa Humphries Wannasing, Phyo Thandar Hlaing, Hnin Aye Lin, Sarfraz Hashim(2023). Assessment of Advanced Artificial Intelligence Techniques for Flood Forecasting . 2023 International Multi-disciplinary Conference in Emerging Research Trends (IMCERT). {IEEE}
Muhammad Waqas, Boobphachard Chansawang, Usa Humphries Wanasing, Phyo Thandar Hlaing, Hnin Aye Lin, Rashid Ali(2023). Temperature prediction by gene expression programming . 2023 International Multi-disciplinary Conference in Emerging Research Trends (IMCERT). {IEEE}
Waqas, M., Bonnet, S., Wannasing, U.H., Hlaing, P.T., Lin, H.A., Hashim, S. (2023). Assessment of Advanced Artificial Intelligence Techniques for Flood Forecasting . International Multi-disciplinary Conference in Emerging Research Trends (IMCERT).
Chansawang, B., Waqas, M., Wanasing, U.H., Hlaing, P.T., Lin, H.A., Ali, R. (2023). Temperature prediction by gene expression programming . International Multi-disciplinary Conference in Emerging Research Trends (IMCERT).
Muhammad Waqas, Phyo Thandar Hlaing, Usa Wannasingha Humphries, Hnin Aye Lin(2022). Monitoring Land Use/Land Cover Change in Tha Chin River Basin . Proceedings of The International Halal Science and Technology Conference. 15. (1). p. 59--72. Research Synergy Foundation
• Modelling of Rainfall-runoff process by GEP, RBF-SVM and M5 model tree in Jhelum River Basin, Pakistan at CEWRE/ICHWR/21/016/pp: 105-112 on March 25, 2021, ISBN: 978-969- 8670-06- 01.
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