Dina Elreedy
Assistant Professor
Giza
Summary
Assistant professor with solid background in machine learning and artificial intelligence. Mentoring undergraduate and postgraduate students. Interested in research collaborations, especially, multidisciplinary ones.
Overview
12
12
years of professional experience
22
22
years of post-secondary education
Work History
Assistant Professor
Faculty of Engineering, Cairo University
Giza
06.2020 - Current
- Teach Artificial Intelligence, Machine learning, and Advanced Machine Learning undergraduate and postgraduate courses.
- Develop courses curriculum.
- Mentor postgraduate students, and working on research projects.
Assistant Lecturer
Faculty of Engineering, Cairo University
Giza
01.2017 - 06.2020
- Taught Labs, and Tutorials for several undergraduate courses including: Computer Security, Artificial Intelligence, Web Programming, Microprocessors, and Software Engineering, and Logic Design.
- Designed, administered, and assessed student examinations and assignments.
Graduate Research and Teaching Assistant
Faculty of Engineering, Cairo University
Giza
08.2015 - 12.2016
- Assisted students with their projects, and graded their examinations.
- Worked on two research projects: building a Recommender System for paper-reviewer matching, and using active learning for customer targeting.
Teaching Assistant
Faculty of Engineering, Cairo University
Giza
11.2012 - 08.2015
- Taught labs and tutorials for different undergraduate courses such as: Computer Security, Data Structures and Algorithms, Database Systems, Pattern Classification, Web Programming, Programming Techniques, Microprocessors, and Operating Systems.
- Graded assignments and examinations.
- Assisted students with their projects.
Research Assistant
NTRA
Giza
12.2012 - 12.2014
- Worked on a research project funded by National Telecom Regulatory Authority (NTRA), Egypt.
- Developed a static pricing model for phone calls to maximize operator's taking into consideration cell load.
- Developed a dynamic pricing model for data services, and proposed different pricing rate plans based on demands and traffic conditions.
- Published two research papers: one international journal, and the other in international conference.
- Presented a poster paper in the NetMob conference 2015, at MIT Media Lab.
Education
Ph.D. - Computer Engineering
Faculty of Engineering, Cairo University
Giza, Egypt 01.2017 - 06.2020
Master of Science - Computer Science And Engineering
Washington University in Saint Louis
MO, United States 08.2015 - 12.2016
Master of Science - Computer Engineering
Faculty of Engineering, Cairo University
Egypt 09.2012 - 07.2015
Bachelor of Science - Computer Engineerinf
Faculty of Engineering, Cairo University
Egypt 09.2007 - 06.2022
Skills
Programming: Python, C, Java, Matlab, C# and
Teaching
Research Paper Writing
Student Mentoring
Curriculum Development
Web Programming: HTML,CSS, Javascript, and PHP
SQL
Big Data Analysis: Map reduce using Java Hadoop framework, Pig, Hive, and Scala
SQL
Parallel Programming using OpenMP and MPI
Paper Review
Leadership
Publications
1. Elreedy, D., Atiya, A.F. and Shaheen, S.I., 2021. Novel pricing strategies for revenue maximization and demand learning using an exploration–exploitation framework. Soft Computing, 25(17), pp.11711-11733.
2. Elreedy, D., Atiya, A.F. and Shaheen, S.I., 2021. Multi-step look-ahead optimization methods for dynamic pricing with demand learning. IEEE Access, 9, pp.88478-88497.
3. Elreedy, D. and Atiya, A.F., 2019. A comprehensive analysis of synthetic minority oversampling technique (SMOTE) for handling class imbalance. Information Sciences, 505, pp.32-64.
4. Elreedy, D., F. Atiya, A. and I. Shaheen, S., 2019. A novel active learning regression framework for balancing the exploration-exploitation trade-off. Entropy, 21(7), p.651.
5. Elreedy, D. and Atiya, A.F., 2019, June. A novel distribution analysis for smote oversampling method in handling class imbalance. In International Conference on Computational Science (pp. 236-248). Springer, Cham.
6. Elreedy, D., Atiya, A.F., Fayed, H. and Saleh, M., 2018. A framework for an agent-based dynamic pricing for broadband wireless price rate plans. Journal of Simulation.
7. El-Reedy, D.A., Atiya, A.F., Fayed, H.A. and Saleh, M., 2014, December. Optimized static pricing approach for revenue maximization in telecommunications. In 2014 10th International Computer Engineering Conference (ICENCO) (pp. 57-60). IEEE.
8. Elreedy D, Atiya, A.F. and Fayed, H, 2015, Agent-Based Dynamic Pricing for Wireless Services, a Poster paper presented by me in NetMob15 Organized by MIT Media Lab.
9. Ibrahim, M.N., Mahmoud, M.N. and El-Reedy, D.A., 2016. Bel-Arabi: advanced Arabic grammar analyzer. International Journal of Social Science and Humanity, 6(5), p.341.
Awards
- Egyptian Engineering Day Award for graduation project "Bel-Arabi", 2012.
- Best Paper Award for the paper "Bel-Arabi: advanced Arabic grammar analyzer", ICAIS 2014.
Research Activities
- Reviewer for multiple international journals including: Expert Systems with Applications, International Journal of Forecasting, Entropy, and
Advances in Mathematical Physics.
- Organization Committee member Reviewer of ICENCO conference 2019-now.
- Organization Committee member of ICCS 2020.
- Reviewer for SMC IEEE 2018 conference.
Timeline
Assistant Professor
Faculty of Engineering, Cairo University
06.2020 - Current
Assistant Lecturer
Faculty of Engineering, Cairo University
01.2017 - 06.2020
Ph.D. - Computer Engineering
Faculty of Engineering, Cairo University
01.2017 - 06.2020
Graduate Research and Teaching Assistant
Faculty of Engineering, Cairo University
08.2015 - 12.2016
Master of Science - Computer Science And Engineering
Washington University in Saint Louis
08.2015 - 12.2016
Research Assistant
NTRA
12.2012 - 12.2014
Teaching Assistant
Faculty of Engineering, Cairo University
11.2012 - 08.2015
Master of Science - Computer Engineering
Faculty of Engineering, Cairo University
09.2012 - 07.2015
Bachelor of Science - Computer Engineerinf
Faculty of Engineering, Cairo University
09.2007 - 06.2022