Academic Background[edit | edit source]
Sepide Aghababaei Roudbari completed Bachelor's program in Software Engineering and now is a Master's degree holder in Computer Systems Architecture from one of the top universities in Iran. I am passionate about conducting research and developing innovative projects that can help shape the future. My aim is to keep learning and finding new ways to solve the problems of the world through technology and to share my knowledge and experience with others.
I have held several academic memberships, including University of Mazandaran Computer association, University of Mazandaran Astronomy Association, K. N. Toosi University computer association, K. N. Toosi Computer Engineering and Robotics association, K. N. Toosi Astronomy association.
Research[edit | edit source]
Research Interests[edit | edit source]
- Machine Learning
- Artificial Intelligence
- Image and Video Processing
- Computer Vision
- Data Science
- Data Analysis
- Software Engineering
- Space Robotics
- Aerospace Engineering
- Astronomy
Projects & Tools Used[edit | edit source]
- Advanced Motion Vector Prediction – MATLAB
- Implementation of Block Matching Algorithms namely: ES, 3SS old and new, SES, 4SS, DS, ARPS – MATLAB
- Implementation of Particle Swarm Optimization Algorithm in real search space – MATLAB
- Design and simulation of an Expert System for patient recognition – MATLAB
- Implementation of Text Processing and Classification project on given dataset – Python
- Implementation of Decision Tree Algorithm on given dataset – Python
- Implementation of Grid World project with Q learning on given dataset – Python
- Implementation of Weather project using candidate elimination algorithm on given dataset – Python
- Implementation of Checkers game with reinforcement learning – Python
- Implementation of Linear Basis Function Regression with Polynomial and Gaussian Basis on given dataset – Python
- Implementation of Low Pass Filter – Assembly
- Design and simulation of Dining Philosopher’s Algorithm – Python
- Design and simulation of Travelling Salesman Algorithm – Python
- Design and coding of Sales Management System – Python
- Design and coding of Estate Agency System – Python
Theses Topics[edit | edit source]
- MSc thesis title: Accuracy improvement of block matching in video frames using a Kalman filter for background motion tracking – MATLAB, K. N. Toosi University, Dr. Amir Moosavinia’s AI laboratory
- BSc thesis title: Emotion recognition in speech using a classification algorithm – MATLAB, University of Mazandaran, Dr. Khadijeh Aghajani’s AI laboratory
Current Research[edit | edit source]
- Potential applications of Artificial Intelligence and Machine Learning on everyday life
Presentations[edit | edit source]
- Performance of Particle Swarm Optimization and Bacterial Foraging Behavior Algorithms on multidimensional problems optimization – K. N. Toosi University, 2016
- Block Matching Algorithms for multi-view video analysis – K. N. Toosi University, 2018
- Fingerprint image enhancement – K. N. Toosi University, 2019
- Using human memory model in Machine Learning – K. N. Toosi University, 2019
Certificates[edit | edit source]
- Information technology and communication security conference – University of Mazandaran, 2017
- Machine learning course – Stanford University on Coursera
Experiences[edit | edit source]
- Academic article editing since 2007
- Teaching Mathematics and English in private classes (2013 - 2019)
- Teaching Computer Engineering courses, namely Discrete Mathematics, Logic Circuits, Data Structures, Designing Algorithms, Computer Architecture, Artificial Intelligence, Compiler Design Principles, Engineering Probability and Statistics in private classes (2014 - 2018)
- Documentation Specialist at Pars Pooyesh Fan Avar Company, Tehran, Iran (Dec 2019 - Mar 2020)
Skills[edit | edit source]
- Programming Languages: MATLAB, Python, HTML, Assembly
- OS: Windows, Linux
- Microprocessor and Microcontroller: Gem5, 8086, C25
- MS Office: Power Point, Excel, Visio
- Documentation: MS Word