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Pages
Posts
Machine Learning (Academic Vs Production)
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portfolio
Meekin
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Koe Koe Tech, an IT social enterprise with a successful history in content monitoring and developing social impact technology, is building the solution to address this challenge: Meekin. Meekin is a web and cloud-based platform empowering Global South civil society to monitor, analyze, and mitigate dangerous online content through a standardized process aligned with international human rights law (IHRL). By crowdsourcing local expertise, Meekin aims to identify and reduce harms caused by hate speech and misinformation. Taking a by CSO-for-CSO approach, it leverages machine learning (ML) models to pre-flag content in multiple languages. The platform is built to allow civil society coordination and house a cloud database with millions of flagged posts from around the world. Crucially, it also serves as an independent review mechanism to hold Big Tech accountable for its moderation.
AWARDS and GRANTS
Published:
1st Prize in 3-Minute Thesis Talk (2023 - Faculty of Science, Prince of Songkla University)
UNDP AI For Goods Grant(2022)
Microsoft AI for Humanitarian Action Projects Grant (2022)
Kaggle BIPOC Grant (2021)
Thailand Education Hub for ASEAN Countries Scholarship (2018)
Google Women Techmakers Scholarship (2018)
publications
Refining Word Embeddings Using Domain-Specific Knowledge for Drug Reviews Sentiment Classification
Published in 25th International Computer Science and Engineering Conference (ICSEC-2021), School of Information and Communication Technology University of Phayao, Thailand, 2021
A Novel Meta-Embedding Technique for Drug Reviews Sentiment Analysis
Published in IAES International Journal of Artificial Intelligence, 2023
A new word embedding model integrated with medical knowledge for deep learning-based sentiment classification
Published in Artificial Intelligence in Medicine, 2024
Ensemble CNN and MLP with Nurse Notes for Intensive Care Unit Mortality
Published in 16th International Joint Conference on Computer Science and Software Engineering (JCSSE), Chonburi, Thailand, 2024
talks
Build with AI Workshop
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Applied Machine Learning with KerasNLP
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Introduction to Gemma and RAG architecture
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teaching
Teaching Assistant
Undergraduate courses (Digital Literacy, C Programming, Operating System, Natural Language Processing/Machine Learning/Deep Learning), Division of Computational Science, Prince of Songkla University, 2019
Visiting Faculty
Undergraduate computer science courses (CS 210 - Programming with Python, DATA 301 - Data Structures and Algorithms), Parami University, Faculty of Mathematics and Science, 2024
Lecturer
Computer Engineering Core Subjects (Database Systems, Data Structures and Algorithms, Machine Learning Ops), Department of Computer Engineering, King Mongkut's University of Technology Thonburi, 2024