B.Sc. in Mathematics and Applications
GPA: 18.8/20 (4/4)
2020 - Present
Minor Field of Study
Education
B.Sc. in Computer Engineering
GPA: 18.5/20 (3.97/4)
2018 - Present
Interests
My favorite topics are:
Machine Learning
Natural Language Processing
Data science
Graphs
Mathematics
Experiences
Principles of Database Design Teaching Assistant
Giving the assignments and assessing them
Providing extra resources and tutorials, planning the course projects, and grading the submitted projects. Topics: Networks, Routing, TCP/IP, OSI, Protocols.
Developing an Operations Support Systems for the company. It included network concepts and java programming.
Internship for two months
Skills
Programming
Java
Java Script
Python
C
Object-Oriented Programming
Aspect-Oriented Programming
Frameworks
Angular
Spring (RESTful, Hibernate ORM, ...)
Collaboration
Teamwork
Agile Software Development (Scrum)
Git
SVN
Technologies
RDMS (MySQL)
SQL
Web (HTTP, CSS3, HTML5)
AJAX
XML
JSON
OS, Tools & Packages
Linux
Eclipse IDE
Jenkins
Maven
Pandas
Numpy
Office Softwares
LATEX
Libreoffice (Writer, Calc, Impress)
Microsoft office (Word, Excel, PowerPoint)
Languages
Persian
Native/Bilingual
Turkish
Native/Bilingual
English
IELTS: 7.5 (CEFR Level: C1)
Noticeable Projects & Presentations
A Gamer Neural
Networks with Evolutionary Training
We have used an evolutionary algorithm to train an MLP ANN to play a game.
Artificial Neural Networks
Evolutionary Algorithm
Online Store
We implemented a mobile-friendly and responsive single-page web application by Angular 11 as a front-end framework and Django as a back-end framework.
Angular
Django
Fuzzy C-Means Clustering
This project is a descriptive Jupiter notebook that demonstrates how to implement FCM and the relation between parameters like fuzziness, number of clusters, and cost.
Fuzzy Logic
Clustering
Text Classification (NLP): Poet Detection from
Poetry
This code uses a data-set to create a bigram language model for three great Persian poets Rumi, Hafez, and Ferdowsi, also uses the back-off model for smoothing.
NLP
Peer-to-peer file sharing
In this project, nodes can exchange the list of known neighbors through a particular protocol and create a network of nodes. Also, nodes can send requested files to the other nodes.
Computer Netwroks
Protocols
Speech Enhancement: Spectral
Subtraction
This project uses the spectral subtraction algorithm to remove noises from a voice. Also, based on frequencies of voice files, It can detect the gender of the speaker. There is a detailed PDF document on GitHub.
FFT
Presentation: Service Oriented Architecture
The presentation included answers to questions like What is SOA? When and why should we move to it? How can we decompose our application? and advantages and disadvantages of service-oriented architecture.
Software Engineering
Architecture
Facial Recognition with SVD
This project has used one of the linear algebra theories called singular value decomposition (SVD) in digital image processing.
Computer Vision
Linear Algebra
Honors & Achievements
Eligible to study in the second field in Mathematics and Applications because of outstanding performance in Computer Engineering
AmirKabir Honors Office, 2020
2nd place in Rahneshan national competition in Driving cycle extraction for Tehran electric Buses
National Elite Foundation of Iran, 2020
Permitted to change the field of study after two semesters in petroleum engineering due to excellent results
AmirKabir Honors Office, 2018
Achieved top 1% place among applicants of the Nationwide University Entrance Exam for B.Sc. in Math. and Engineering
National Organization of Educational Testing, 2017
3rd rank at Iran Nanotechnology Olympiad in E.A. Province
Iran Nanotechnology Innovation Council, 2015
Papers & Publications
M. Azadi, A. Salmani, S. Dezianian, T. Gharaati, A. Faraji, A. Navi, “Developing A Driving Cycle based on Acquired Data from A Hybrid Gasoline-Electric Vehicle through Two Routes of Tehran City with K-means Algorithm,” Quarterly Journal of Transportation Engineering, submitted.
References
References available upon request.