nonkhuna / nonkhuna.github.io

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About Me :

Hi, I'm Khunanon Rattanagoses (Non)

I'm a senior student at Chulalongkorn University faculty of computer engineering.

• Seeking further exploring and solving challenge problems in the world. .
• I'm interested in Machine learning, Deep learning and Business.

Experiences

Data Science

• Classical Machine Learning
  • Sed-young-wa: A service for estimating the end of the issues submitted in the Traffy fondue platform.
• NLP
  • Word correction: Correct error words which are output from ASR model.
  • Job title classification: Predict Job title from job description.
  • Pull Request title generator: Generate PR title by using the BART model and TextRank algorithm.
  • Depression classification model: Predict people with depression using interview transcripts.
• Image Processing
  • Traffy fondue: Classify 10 problems using the image from Traffy fondue report.
  • Tuberculosis Prediction: Image classification model to predict tuberculosis using X-ray images.

App development

• DelveiBot: An assistance chatbot for finding and reporting lost items.
• DataPro algorithm: An algorithm that finds statistically significant patterns in data to detect data format changing.
• SongkranAR: An AR application for celebrating Songkran in Thailand.
• Thai-to-Braille: A Thai-Braille translation algorithm implemented by using Finite State Machines.
• War-of-alien: A Tower defense game like LINE Rnagers.

Web development

• PAAP [Front-end]: Annotation platform for pathologists
• Kuigun-chat [Front-end]: A chat application which supports both private and group chats
• Demo by Tuder [Front-end]: Music streaming platform

UX/UI

• Demo by Tuder
• BillCert