Mahyar Mohammadi – some random thing here!

Computer Science & Economics student

Projects & Presentations

My programming projects & research based presentations

Teaching

Teaching Experience & Project Design at University of Tehran

Research & Career

My job experience as a Senior Algorithm developer and Researcher

Computer Science

Data Science & Big Data

Information Retrieval

ML & AI

Algorithmic Game Theory

Economics

Econometrics

market design

Computational Economics

Computational Social Science

Finance

Algorithm Trading

High-Frequency Trading

Quantitative Finance & FinTech

Business Analytics

Programming

Proficient:

Python

C++ / C#

GIT

Experienced:

Dart

Assembly

Frameworks

Proficient:

SQL Server

PostgreSQL

Experienced:

Flutter

Django

TensorFlow

Scikit-learn

Design

Proficient:

Figma

LATEX

Premiere Pro

Photoshop

Experienced:

3D Max

Unreal Engine

Other

Art & sport:

Swimming

Oil Painting

Horse Riding

Personal Traits:

Creativity

Confidence

Critical Thinking

AI & ML, Presentation

I had a great opportunity to presenting about AI's latest's developments in economic department of our university. This presentation holed in E-commerce class (Prof. Nouri) with one of my greatest collogues, Zahra Khatibi. We try to simplify sophisticated computer science...

13 May, 2023

AI & ML, Presentation

Metaheuristic for CSP

In the Bio-Inspired Algorithms class, I explored the application of three algorithms—Genetic Algorithm, Simulated Annealing, and Tabu Search—to solve the cutting stock problem (CSP). The CSP is a classic optimization problem that involves finding the most efficient way to cut...

15 January, 2022

Presentation, Theory CS

A Flock of Functions!

My presentation on Lambda Calculus and its corresponding JavaScript orders was as a part of my studies in the Theory of Computation course with Prof. Mojtahedi. In my presentation, I explained the theoretical foundations of Lambda Calculus, exploring its syntax...

1 January, 2022

Eco & Finance, Presentation

Economic Complexity

Economic complexity focuses on understanding the diversity and sophistication of a country's economic activities. In the Linear Algebra class with Professor Yassemi, I had the privilege of discussing this concept and its implications for our country's growth and development, using...

25 February, 2021

Programming & Algorithm

Fundamentals of Programming – Advanced Programming – Data Structures – Design and Analysis of Algorithms

Pure Mathematic

Calculus 1,2 – Combinatorics – Logic – Graph Theory – Linear Algebra – Theory of Computation – Optimization

Computer Engineering

Computer Systems – Database – Operating Systems – Compiler – Assembly

Statistics

Probability – Statistical Methods – Statistical Finance

ML & AI

Bio Computing – Data Mining – Artificial Intelligence – Machine Learning

Economics & Finance

Economic Development – Microeconomics 1,2 – Macroeconomics 1,2 – Econometrics – Financial Economics – Game Theory

Computer Engineering, Project

Assembler & Disassembler with Assembly Language!

Implementing both an Assembler and a Disassembler in both Python and Assembly language during my Assembly course project. This project aimed...

15 February, 2022

AI & ML, Project

Grapevine Leaves Classification

This project aims to classify five classes of grapevine leaves using pre-trained models and transfer learning techniques. By leveraging the power...

6 February, 2022

AI & ML, Project

Bio Inspired Algorithms for NP-Hard Problems

Genetic Algorithm to solve TSP. Memetic Algorithm to solve N queens problem. Ant colony optimization for Assignment Problem. Simulated Annealing for...

27 September, 2021

AI & ML, Project

Data Mining: Classification & Clustering

Classification using Decision Tree, KNN, SVM, & Random Forest with PCA for Maternal Health Risk Dataset and Parkinson's Disease. Clustering using...

15 January, 2022

AI & ML, Project

Machine Learning From Scratch

Multilayer Perceptron, Neural Network & Polynomial Regression from scratch. (Github) In this project we weren't allowed to use ML libraries. Classification...

27 January, 2023

Eco & Finance, Project

Financial Portfolio Analysis and Risk Management

Financial portfolio analysis and risk management project. Utilize daily closing price data to analyze company performance in Tehran Stock Market. portfolio...

28 October, 2022

Computer Engineering, Project

Designing CPU From Scratch!

An implementation of a basic computer architecture based on the principles outlined in the classic textbook "Computer System Architecture", Morris Mano....

26 May, 2021

AI & ML, Project

Reinforcement Q-Learning Flagged Maze

Exploring reinforcement learning concepts and solve a maze problem. Discusses model state determination, techniques for state reduction, impact of learning rate...

13 February, 2023