Keyhan Salemi Kouchesfahani
Kouchesfahan,Iran
Summary
Selected Academic Projects:
MATLAB Numerical Analysis Projects (Fall 2023)
Designed and implemented numerical algorithms in MATLAB to solve complex mathematical problems.
Evolutionary Optimization Algorithms (Spring 2024)
Implemented Genetic Algorithms (GA) and Particle Swarm Optimization (PSO) from scratch in Python to solve non-convex optimization problems. Successfully minimized the Rastrigin function, analyzing convergence rates and computational efficiency across different population sizes.
Digit Recognition with CNN (MNIST) (Fall 2022)
Developed a machine learning model for handwritten digit classification using Convolutional Neural Networks on the MNIST dataset.
Matrix Analysis Project in Python (Fall 2022)
Built a Python system to analyze matrices and compute properties such as dimensions, transpose, determinant, and inverse.
Scheduling Algorithms in Python (Fall 2024)
Implemented FCFS, SPN, HRRN, Round Robin, SRTF, and MLFQ scheduling algorithms.
Classic AI Problem Solving (Fall 2024)
Implemented N-Queen using Backtracking, 8-Puzzle using DFS and BFS, and CNN-based digit recognition.
Online Store Database with Django (Fall 2024)
Developed a full-stack backend system for managing products, customers, orders, inventory, and transactions.
Toy Cipher Encryption System in Python (Spring 2025)
Built a secure encryption and decryption system for various file formats, including PNG images.
Judging Team Member – Programming Contest (Nov 21, 2024)
Served as a judge at the Mathematical Sciences Faculty Programming Contest.
Overview
1
1
year of professional experience
1
1
Certification
Work history
Teaching Assistant
University of Guilan
2024.01
- Course: Basic Programming (2024)
Bachelor's Final Project
University of Guilan
Rasht, Iran
2025.01 - 2025.03
- Title: Face Detection with OpenCV (2025)
- Developed a robust face detection pipeline using Python and OpenCV, implementing Eigenfaces and Fisherfaces algorithms for dimensionality reduction
Education
Bachelor of Computer Science - Computer Science
University of Guilan
Rasht 2021.08 - 9 2025
High School Diploma - Mathematics and Physics
Prof. Reza High School
2018.08 - 8 2021
Skills
- COMPUTER SKILLS:
- Python
- C
- PyTorch
- TensorFlow
- Scikit-learn
- MATLAB
- Microsoft Office
- LaTex
- MATHEMATICAL SKILLS:
- Linear Algebra
- Numerical Analysis
- Differential Equation
- Calculus
- SOFT SKILLS:
- Teamwork
- Positive Attitude
- Leadership
- Organization
- Flexibility
References
- Dr. Ali Jamalian, Assistant Prof., Department of Computer Science, University of Guilan, Rasht, Guilan, Iran, a.jamalian.math@gmail.com
- Dr. Amir Hossein Tabatabei, Assistant Prof., Department of Computer Science, University of Guilan, Rasht, Guilan, Iran, amirhossein.tabatabaei@guilan.ac.ir
- Dr. Farshid Mehrdoust, Prof., Department of Computer Science, University of Guilan, Rasht, Guilan, Iran, far.mehrdoust@gmail.com
Interests
- Artificial Intelligence
- Machine Learning
- Computer Vision
- Deep Learning
- Image Processing
Languages
English
Upper intermediate
Certification
https://certificates.cs50.io/52078cbd-ba46-4770-93a9-ec122d93311a.pdf?size=letter&trk=public_profile_certification-title
Accomplishments
Among the top 8% of approximately 126,000 examinees in the Iranian Nationwide University Entrance Exam, 2021
Affiliations
- Playing video games, Programming, Watching movies and Listening to music
Timeline
Bachelor's Final Project
University of Guilan
2025.01 - 2025.03
Teaching Assistant
University of Guilan
2024.01
Bachelor of Computer Science - Computer Science
University of Guilan
2021.08 - 9 2025
High School Diploma - Mathematics and Physics
Prof. Reza High School
2018.08 - 8 2021