Mohsen Karkheiran

Mohsen's Portfolio

Hi I'm Mohsen, and I'm a Mathematical Physicist. My portfolio focuses on interesting projects in Data Science/Deep Learning I've recently undertaken, with a strong emphasis on business impact. Please visit my Github & LinkedIn pages (or download my Resume) by using the links below!

Tags in Projects

AB Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

ANN

Hurricane Path Finder | 105 minute read

ARIMA

Timeseries Forecsting and Option Pricing | 3 minute read

Association Rule Learning

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

CNN

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Causal Impact Analysis

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Chi-Square

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Classification

Enhancing Targeting Accuracy Using ML | 54 minute read

Clustering

The "You Are What You Eat" Customer Segmentation | 14 minute read

Computer Vision

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Customer Loyalty

Predicting Customer Loyalty Using ML | 36 minute read

Customer Segmentation

The "You Are What You Eat" Customer Segmentation | 14 minute read

Customer Targeting

Enhancing Targeting Accuracy Using ML | 54 minute read

Data Science

Hurricane Path Finder | 105 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Deep Learning

Solving Differential Equations with PINNs | 57 minute read

Timeseries Forecsting and Option Pricing | 3 minute read

Hurricane Path Finder | 105 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

DeepXDE

Solving Differential Equations with PINNs | 57 minute read

Garch

Timeseries Forecsting and Option Pricing | 3 minute read

Hypothesis Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

LSTM

Hurricane Path Finder | 105 minute read

Machine Learning

Hurricane Path Finder | 105 minute read

Predicting Customer Loyalty Using ML | 36 minute read

Compressing Feature Space For Classification Using PCA | 12 minute read

Enhancing Targeting Accuracy Using ML | 54 minute read

The "You Are What You Eat" Customer Segmentation | 14 minute read

NLTK

Spell Checker | less than 1 minute read

PCA

Compressing Feature Space For Classification Using PCA | 12 minute read

PINNs

Solving Differential Equations with PINNs | 57 minute read

Timeseries Forecsting and Option Pricing | 3 minute read

Primes

Finding Prime Numbers with Python | 8 minute read

Python

Solving Differential Equations with PINNs | 57 minute read

Spell Checker | less than 1 minute read

Timeseries Forecsting and Option Pricing | 3 minute read

Hurricane Path Finder | 105 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Predicting Customer Loyalty Using ML | 36 minute read

Compressing Feature Space For Classification Using PCA | 12 minute read

Enhancing Targeting Accuracy Using ML | 54 minute read

The "You Are What You Eat" Customer Segmentation | 14 minute read

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

Quantum Adder | 11 minute read

Finding Prime Numbers with Python | 8 minute read

Q-Learning

Timeseries Forecsting and Option Pricing | 3 minute read

Quantum Simulation

Quantum Adder | 11 minute read

RNN

Timeseries Forecsting and Option Pricing | 3 minute read

Regression

Predicting Customer Loyalty Using ML | 36 minute read