Banyar Oo

Banyar Oo

Machine Learning · Natural Language Processing · Back-end Development

Education

University of Computer Studies, Yangon Bachelor of Computer Science (Knowledge Engineering)

Technologies

CSS3 CSS3
JavaScript JavaScript
Python Python
Flask Flask
Django Django
Sklearn Scikit-Learn
OpenCV OpenCV
MySQL MySQL
SQLite SQLite

Also Familiar With

C++ C++
Java Java
PHP PHP
R R
Tailwind Tailwind
Bootstrap Bootstrap
Godot Godot

Activities

Participant Singapore University of Technology and Design (SUTD) - UCSY joint student exchange program (2019)
3rd Prize Winner UCSY Product Show (2024)
Volunteer Development of UCSY Student Information System (2024 - present)
Projects
★ Featured Project UCSY SIS I've been contributing as a back-end developer to the development of UCSY SIS, a server-side rendered web application built with Flask. It provides a range of functionalities, from presenting information to students, to more complex tasks such as assigning students and teachers to class sections, calculating assessment and exam marks, managing departmental course offerings, and generating academic records.
Visit
✦ Latest Dinosaur Runner Redux A Godot-based reimagining of the classic Chrome T-Rex Runner game with unchanged mechanics, improved graphics, scoring, and custom features like parallax backgrounds for a dynamic feel. I used open-source assets, and full credits to the artists are available in the GitHub repository linked below.
Source Code Play
Air-written Burmese Alphabet and Numeral Image Dataset This dataset was created for an OCR system that can recognize air-written Burmese symbols. It includes all Burmese alphabets and numerals recorded in 83×84 resolution, with 30 images per character.
View View
Burmese Alphabet and Numeral OCR An OCR system that recognizes air-written Burmese alphabets and numerals using webcam-based finger tracking and machine learning. I created a custom MNIST-style dataset of air-written characters and built a real-time model that predicts Burmese symbols from gesture-based input.
Source Code
Movwave The server-side rendered web application built with Django. The video streaming functionality is implemented from scratch, and Firebase is used for hosting video and image assets. The features include bookmarks, comments, watch history, downloads, and much more.
Demo Source Code
Teacher Assessment System The project aimed to facilitate the semester-based teacher-assessment process of University of Computer Studies, Yangon. It is written in PHP as the term project of semester-IV web development class.
Source Code