Sandeep Sohal

About Me

Hi! I'm Sandeep, a recent Computer Science graduate from Toronto Metropolitan University (formerly Ryerson University), where I specialized in Machine Learning and Computer Vision. During my academic journey, I developed a strong foundation in AI technologies and data science, focusing on building models that can solve real-world problems. Lately, I've been diving into front-end development and UX/UI design, discovering a new passion for creating intuitive and user-centered web experiences. I'm always excited to learn and tackle new challenges in both the technical and creative aspects of development.

Projects

Machine Learning

FakeNewsDetection

Fake News Detection

Python, BERT, NLTK

NLP Project for detecting fake news articles. ML models including logistic regression, decision tree and DL models such as MLP and BERT are implemented.
skin conditions

Skin Conditions

Python

Currently working on an end-to-end web application to classify skin conditions using deep learning and machine learning models.
Histopathological-Image-Classification

Histopathological-Image-Classification

Python, TensorFlow

Histopathological Image Classification with Pre-Trained Deep Learning Models.
image colorization

Image Colorization

Python, GANs, Autoencoder, VGG-16

This is a reproducibility challenge exploring transferlearning, auto-encoders, and GANs.
Salient-Objects

Salient-Objects

Python, MATLAB

This digital image processing project studies salient object detection while handling occlusion.

sql

Basic SQL Queries

SQL

Advanced SQL queries performed on the Chinook Dataset.
mongodb

MongoDB Project

mongodb, pymongo

Queries performed with mongodb and pymongo.
apache-spark

Apache Spark Project

pyspark, databricks

The databricks platform used to study data with pyspark library.

Software and Design

skin conditions

Skin Condition Wireframe

figma

A wireframe for the skin conditions web application is created with figma.

Courses