Pinned Repositories
acme_fitness_demo
Deploys ACME Fitness application across different environments
agular-project
Angular-Core-Concepts
Provides a simple demo application covering Angular core concepts (components, services, modules, routing)
Angular_clarity_project
An example on creating angular clarity reactive forms
Angular_clartytest
Created with StackBlitz ⚡️
ansible_kafka
This repository contains ansible script for building 3 kakfa nodes
Ansible_Udacity
auto-scaling-vra
This repository holds the vRealize Orchestrator package for workflows to enable auto-scaling in vRealize Automation
Automated-Job-Resume-Matching-Solution
According to a 2015 study on job seeking behavior by Pew Research Center, 79% of the job seekers utilized the online resources for their most recent employment (Aaron ,2015). This study result suggests that the online job boards become the major channel for job seekers in the digital era. However, another finding in the study indicates that most of the job seekers fail to match their experiences with the job requirements and spend hours on job board to apply job which is not seen to be suitable (Aaron, 2015). Additionally, Dr. John Sullivan conducted a similar research in 2013 which highlighted some interesting aspects: on average, 250 resumes are received for each job opening by the major organizations, more than 50% of the resumes does not meet the minimum requirement (John, 2013). This means the time our recruiter spends on these 50% of the resumes for each job is wasted. From both candidate and recruiter’s points of view, the phenomenon may suggest that the traditional online job board does not seem to simplify the job application process or reduce the effort required from both parties. With this challenge getting bigger and bigger, the demand to automate the resume - job matching process is getting increased as well. For instance, the content - based recommendation system (CBR) is introduced to analyze the job description to identify the potential area of interest to the job seekers (Shiqiang et al., 2016). To apply the concept in Singapore local context, our team has conducted a text mining project based on the data acquired from the major online job board in Singapore. The primary objective of this project is to create a machine learning model to accelerate the job - resume matching process. The detail of the text mining methodology and results are presented in the following sections.
sweetpeaito's Repositories
sweetpeaito/acme_fitness_demo
Deploys ACME Fitness application across different environments
sweetpeaito/Ansible_Udacity
sweetpeaito/azure-bicep-course
Sample demo for CI/CD for Azure Bicep
sweetpeaito/circleci-demo-javascript-express
Sample Javascript/Express app building on CircleCI
sweetpeaito/cloudformtion
sweetpeaito/Deploying-ML-Models-with-Django
A medium article tutorial on how to deploy a machine learning model with django
sweetpeaito/DevOps-The-Hard-Way-AWS
This repository contains free labs for setting up an entire workflow and DevOps environment from a real-world perspective in AWS
sweetpeaito/DevopsHands-on
sweetpeaito/DockerDjangoReactProject
Docker Guide - Build a fully production ready machine learning app with React, Django, and PostgreSQL on Docker
sweetpeaito/Getting-Started-Terraform
sweetpeaito/hashicorp-certified-terraform-associate
Hashicorp Certified Terraform Associate
sweetpeaito/jenkins2-course-spring-boot
Spring Boot
sweetpeaito/katacoda-scenarios
Katacoda Scenarios
sweetpeaito/my_ml_service
My Machine Learning Web Service
sweetpeaito/nd9991-c2-Infrastructure-as-Code-v1
Repository for starter code and supporting material
sweetpeaito/nd9991-c3-hello-world-exercise-solution
Hello world exercise from ND9991 C3 L4
sweetpeaito/NLPython
This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
sweetpeaito/node-express-azure
Node & Express Demo App for Azure DevOps
sweetpeaito/persistent-volume--nfs
How to create persistent volumes with nfs as the storage storage provider . NFS does not have an internal provisioner by default. An external provisioner needs to be configured in order to dynamically provision storage
sweetpeaito/platform-interview-1
Form3 Platform Interview
sweetpeaito/PlatformAutomationAWS
sweetpeaito/Python-Natural-Language-Processing
Python Natural Language Processing, published by Packt
sweetpeaito/solitaire-systemjs-course
Starting sample project for my Pluralsight course on SystemJS/jspm
sweetpeaito/terraform-beginner-to-advanced-resource
sweetpeaito/terraformsawsnew
sweetpeaito/TerraformTestAzure
Test Repo for connecting to Terraform for Azure testing
sweetpeaito/TheK8sBook
YAML files for use with The Kubernetes Book
sweetpeaito/Udacity_CICD
sweetpeaito/UdagramProject
Infrastructure as code with cloud formation
sweetpeaito/vcd-cli
Command Line Interface for VMware vCloud Director