My Projects

CO2 Emmissions

RGGI CO₂ Emissions: An Exploratory Analysis
R
Data Science
Chemical Engineering
I aim to demonstrate that I can access public environmental data, process it efficiently, and produce meaningful visualizations that reveal patterns in CO2 emissions across…
Mohammad Savarmand
2026 May 25

Environment-Brain-Icon

Pro Trader RL: A Replication & Extension
Python
Data Science
A from-scratch implementation and extension of Jeong & Gu (2024)’s Pro Trader RL framework for automated single-ticker stock trading. Two novel contributions, action masking…
Mohammad Savarmand
2026 May 13

Real Estate Icon

US Real Estate Regression
Python
Data Science
The chosen dataset contains over 2.2 million residential real estate listings from across the United States, collected from Realtor.com in 2024 and organized by state and…
Mohammad Savarmand
2025 December 8

Squirrel Icon

Logistic Regression on iris Dataset
R
Data Science
I aim to predict whether an iris flower is of the setosa species based on four numeric features: Sepal.Length, Sepal.Width, Petal.Length, and Petal.Width. These are my indepe…
Mohammad Savarmand
2025 April 12

Squirrel Icon

Machine and Deep Learning for Binary Classification
Python
Data Science
In this project, I found a dataset (NYC Squirrel Dataset) with a binary column and decided to create a classification model using a Random Forest Tree, K-nearest neighbors…
Mohammad Savarmand
2024 May 7

Squirrel Icon

Turbulent Distribution, Shiny R
R
Chemical Engineering
Developed an R Shiny application to visualize fluid flow dynamics, incorporating the Hagen–Poiseuille equation for precise velocity calculations.
Mohammad Savarmand
2023 November 11
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