Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Page not in menu
This is a page not in th emain menu
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Jakarta Apartment Rental Estimates
Published:
During the holiday I decided to make this regression project which try to estimate the prices of apartment rental in Jakarta. I know that there’s a lot of these type of property prediction project out there, especially on Kaggle. So I try to make it different by scraping my own data from the Travelio website. Overall, this is a fun experience for me I got to learn a lot of new things like linear regression assumption, web scraping with Selenium and Beautiful Soup, geocoding with google Map API, and trying out various ensemble learning methods.
Tags: Regression | Machine Learning | Geocoding | Web Scraping | Model Deployment
Dangerous Plant Classifier
Published:
Recently, I started my deep learning journey on FastAI: Practical Deep Learning for Coders. I wanted to create this project to showcase what I’ve learned on image classification, and so I decided to create this dangerous plant classifier and deploy it in the form of a web app using render.
Tags: Computer Vision | Classification | Deep Learning | Model Deployment
Wheelchair Ramps Classification
Published:
On 25th April I took my Data Science Professional Certification from Data Camp, after going through several skill assessments in Python, Statistics, SQL, and Machine Learning along with a coding challenge in data management and exploratory analysis using python I was given this case study as my final project in which I have 24 hours to complete it and present my findings in a video format. I’ve made some improvements after submitting the project, particularly in the hyperparameter tuning section.
Tags: Classification | Machine Learning | Certification | DataCamp
License Plate Super Resolution
Published:
.png)
On my 5th semester in Binus University I took a Computer Vision course and for the final project me and my 2 teammates chose to build a super-resolution model (GAN) to enhance blurry unreadable linense plate into readable ones (License Plate Image Enhancer). Although this topic is quite advanced for the course at the time I found it interesting and so we decide to pursue it.
Tags: Computer Vision | Deep Learning | GAN | FastAI (PyTorch)
Building a Hybrid Recommendation System for Amazon
Published:
In this project I’ll be creating a hybrid collaborative-filtering content-based recommendation system for Amazon Product using Tensorflow Keras API.
Tags: Deep Learning | Recommendation System | Tensorflow Keras | Word2Vec
publications
Causal and Masked Language Modeling of Javanese Language using Transformer-based Architectures
Published in 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS)s, 2021
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: W. Wongso, D. S. Setiawan and D. Suhartono, "Causal and Masked Language Modeling of Javanese Language using Transformer-based Architectures," 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS), 2021, pp. 1-7, doi: 10.1109/ICACSIS53237.2021.9631331. https://ieeexplore.ieee.org/document/9631331
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.