Name: Sk Golam Saroar
Type: User
Company: DIVERT Mental Health
Bio: Software Engineer with a passion for Machine Learning, DevOps, and Web Development. Currently working at @DIVERTMentalHealth. Master's in Computer Science.
Location: Toronto, Canada
Blog: golamsaroar.com
Sk Golam Saroar's Projects
Documentation on Abstract Factory Pattern with diagrams, sample code, and Q/As.
A simple application for managing my books with ease.
Clustering geolocation data with K-Means, DBSCAN, and HDBSCAN.
Training an unsupervised machine learning algorithm to perform bank customer segmentation.
A Java program for merging data from various file formats (e.g., HTML, CSV) into a single file, ensuring extensibility for future support of additional formats and ease of maintenance.
This repository contains notebooks from the Coursera specialization Deep Learning.
A simple web application with Flask to get Cat vs Dog predictions from the served TensorFlow model deployed using TensorFlow Serving and Docker.
This is a simple blog made with Django 1.11.28 and Bootstrap 4.1.3.
Predicting Employee Turnover with Decision Trees and Random Forests using scikit-learn.
Scrape data from the Atlassian Marketplace for apps in the Time Tracking category, and perform analytics on the gathered data to answer specific questions.
A time series forecasting model using Facebook Prophet to predict future product prices.
A sentiment analysis tool to detect the six basic expressions: happiness, sadness, anger, surprise, fear, and disgust from images and videos.
Documentation on Factory Method Pattern with diagrams, sample code, and Q/As.
Build and train a Deep Convolutional GAN (DCGAN) with Keras to generate images of fashionable clothes.
An overview of who I am, what I have been doing, and the path I want to take going forward.
Apply automatic machine learning to a business analytics problem with the H2O AutoML interface in Python.
Applying K-Means clustering algorithm using scikit-learn and Python to build an image compression application with interactive controls.
The Producer reads json data from an external file and the Consumer inserts the data into a mysql database.
A web application that allows users to choose what classification algorithm they want to use and let them interactively set hyper-parameter values, all without them knowing to code.
A simple web visualizer for the layers of a Neural Network in detecting handwritten digits.
This repository contains notes from the Coursera specialization Open Source Software Development, Linux, and Git.
An interactive dashboard built with streamlit for the sentiment analysis of tweets about US Airlines.
This repository contains code for the replication of the paper "Causal Impact Analysis for App Releases in Google Play".
This repository contains code for the replication of the paper "Fairness without Demographics through Adversarially Reweighted Learning".
This repository contains notebooks from the Coursera specialization TensorFlow: Data and Deployment.
This repository contains notebooks from the Coursera specialization TensorFlow in Practice.
This repository contains the resources and my notes from the Coursera course Version Control with Git.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent