Career Aspiration
In healthcare and education, I am passionate in bridging the gap between data and impactful decisions. I am now pursuing a Doctorate in Measurement, Quantitative Methods, and Learning Sciences at the University of Houston. With over seventeen months of experience as a former Data Scientist at United We Care, I've developed my talents in extracting relevant insights from complicated datasets. As an Honorary Researcher at Khulna's Research Initiative for Health Equity, I've had the opportunity to contribute to research that aspires to make a real impact in the world. My research interests include information behavior, digital health, health informatics, decision science, and psychometric analysis.I would like to explore the health disparities among different populations using digital research technologies. I'm committed to using cutting-edge methodologies to increase our understanding of these domains and, as a result, the results for individuals and communities. Let's connect and work together to create positive change through data-driven insights!
My main research areas of interest are here.
- Information Behaviour
- Digital Health disparities
- Machine Learning
- Health Informatics
- Bio-Informatics
- Use of technology in education
- Networking and Security
My Philosophy
"Free the animals from the Zoo, every animal deserves to be free. Eat less meat and do something for planet Earth"
My Skills
Programming Language: C(Basic), C++(Basic), Python(Mid-Level), Java(Basic), HTML(Mid-Level), CSS(Mid-Level)
Database: SQL, MySQL
Other tool: Git, Latex,Rapid Miner Studio,Weka,
Digital System Design: Arduino
Operating System: Windows,Mac OSx,Linux
Digital Design and Editing: Adobe Photoshop,Illustrator,GIMP,Inkscape
Publications
Roy, Diti and Roy, Tamal Joyti and Mahmood, Md. Ashiq, An Efficient Approach to Identify Economic Crisis During Covid-19 Outbreaks Utilizing Data Mining (May 25, 2021). Proceedings of the International Conference on Smart Data Intelligence (ICSMDI 2021),
Roy D., Roy T.J., Mahmud I., Alvi N. (2022) An Efficient Approach to Predict Fear of Human’s Mind During COVID-19 Outbreaks Utilizing Data Mining Technique.In: Khanna A., Gupta D., Bhattacharyya S., Hassanien A.E., Anand S., Jaiswal A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1388. Springer, Singapore. https://doi.org/10.1007/978-981-16-2597-8_4
Tamal Joyti Roy, Md. Ashiq Mahmood and Diti Roy, " An Analytical Model for Prediction of Upcoming ICC T20 World Cup 2021 Using Classification Algorithms," International Conference on Science & Contemporary Technologies (ICSCT), pp. 1-6, 2021 .
An Efficient Approach to Assess the Soil Quality of Sundarbans Utilizing Hierarchical Clustering Roy, Diti and Roy, Tamal Joyti and Mahmood, Md. Ashiq International Conference on Big Data IoT and Machine Learning (BIM-2021)
Hossain, M., Saha, N., Rodela, T. T., Tasnim, S., Nuzhath, T., Roy, J., Burdine, J. N., Ahmed, U., Lisako, E., Mckyer, J., Kamal Basu, B., & Ma, P. (2021). Global research on syndemics: A meta-knowledge analysis (2001-2020). 2021.05.19.21257413.https://doi.org/10.1101/2021.05.19.21257413
Tamal Joyti Roy, Md. Ashiq Mahmood and Diti Roy, "An Efficient Approach to Identify the Key Factors ofFailure of Bangladesh Cricket Team in Test Cricket Utilizing Hypothesis Testing and Clustering Method," 5th International Conference on Electrical Information and Communication Technology (EICT), 2021
Tamal Joyti Roy, Md. Ashiq Mahmood and Diti Roy, " A Machine Learning Model to Predict Earthquake Utilizing Neural Network," The International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2021), 2021
Md. Ashiq Mahmood, Tamal Joyti Roy, Md Ashiqul Amin, Diti Roy, Aninda Mohanta and Fatama Fayez Dipty,“A Hybrid Approach to Find COVID-19 Related Lung Infection Utilizing 2 Bit Image Processing”, International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing (ICICC 2022), 2022
Diti Roy, Md. Ashiq Mahmood and Tamal Joyti Roy, “A Two-Step Clustering Approach to Measure Soil Quality of Sundarban Based on Organic Carbon and Bulk Density”, 2021 IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things (RAAICON).
Tamal Joyti Roy, Md. Ashiq Mahmood, “Global Warming and Bangladesh: A Machine Learning Approach to Analyze the Warming Rate Utilizing Neural Network”, International Conference on 4th Industrial Revolution and Beyond (IC4IR) 2021At: Dhaka, Bangladesh
Tamal Joyti Roy, Md. Ashiq Mahmood, Jannatun Tuba Jyoti, Shovon Mitra and Aninda Mohanta, “An Efficient Approach for Analyzing COVID-19 Death and Recovery Ratio Using Hybrid Machine Learning Techniques”(under review)
Tamal Joyti Roy, Md. Ashiq Mahmood, Diti Roy and Aninda Mohanta , “An Efficient Approach to Validate COVID-19 Related Vaccine Myths Utilizing LDA Algorithm”, 2nd International Conference on Computing Advancements
Tamal Joyti Roy, Md. Ashiq Mahmood, Aninda Mohanta ,Diti Roy, Jannatun Tuba Jyoti and Pran Krishna Ghosh, “ A Machine Learning Approach to Analyze the Performance of Bangladesh Cricket in T20”, 2022 International Conference on Innovations in Science, Engineering and Technology
Contact Details
- Phone +17135054219
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Current Address
1800 El Paseo st. Houston,TX
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Permanent Address
8 Bokshipara
Khulna,Bangladesh