Ahmad Shohibus Sulthoni's Projects
Sample repository for airflow and dbt integration (built for pycon.id 2023)
This repo demonstrates how to set up an airflow environment and custom Selenium plugin.
Readme Profile
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.
basic visualization using folium and sentiment classification using indobert
A highly-customizable web-based client for Azure Bot Services.
this repository for test in ML Engineer job vacant
Build best practiced apis fast with Python3
In this repository we aim to predict the peak of coronavirus cases in Indonesia, and when this pandemic will end. The data is retrieved from https://www.kawalcovid19.id/
Apps hosted in the Dash Gallery
Devisa Indonesia Viz with Taipy
A fun project to store my learning from each book that I read.
This repository is for practice integration mongodb for django with djongo
This repository for DTI assignment
for EAI big project
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
this repository to gemastik XXI
this repository for gender detection using OpenCV
Figuring out your home and work locations from where you have visited
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
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