BEng Computer Science, HKUST
Deep Learning | NLP | Data Visualization
👶🏻 Korea | 🧒🏻 Malaysia | 📚 Hong Kong
I'm undergraduate student studying Computer Science in Hong Kong University of Science and Technology (HKUST).
Skilled in Python, C++, Machine/Deep Learning, and Web development. I previously worked on the Web Development and various Machine Learning & Natural Language Processing (NLP) related projects.
Experiences
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JP Morgan Chase
Hong Kong
Incoming Technology Summer Analyst
June 2019 -
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Imago.AI
Hong Kong
AI Researcher
May 2018 – Aug 2018
- Implemented a Neural Question & Answering model based on Bi-directional Attention Flow architecture with additional Self-attention mechanism to improve localization precision for pointer network, on SQuAD and MS MARCO dataset. Demo available here!
- Implemented a Chinese Named Entity Recognition model using Bi-directional LSTM with CRF on Hong Kong address dataset. -
Aromeo
Hong Kong
Part Time Web Developer
Sep 2017 – Mar 2018
- Developed Full-stack interactive web application with Node.js and React.js as an admin management console.
- Designed and modelled the initial PostgreSQL database structure for server-side development. -
Whereami, HKUST
Hong Kong
UG Researcher
Jun 2016 – Aug 2016
- Improved the indoor localization Android application using additional embedded geomagnetic positioning system.
- Evaluated various localization technologies, such as GPS, geomagnetic, and Wi-Fi based positioning system, to improve indoor localization precision.
Projects
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Fake News Detection
Hong Kong
Final Year Project
May 2018 – May 2019
- Proposed a comprehensive and diverse neural network-based model for fake news detecting system consisting of text, multi-modal(text-and-image), and query modules.
- Suggested an alternative claim & evidence based approach of fact checking for fake news detection using BiDAF model for localization within evidence context and Allen NLP Decomposable Attention model pipeline.
- Implemented Flask web application to integrate the system with trained models into an exportable API. -
BundlePort
Hong Kong
CEO / CTO
Jan 2018 – May 2019
- BundlePort is a convenient and affordable shipping service provider to order products from Korea.
Built up IT infra, UI/UX, Node.js backend for web application.
- Developed Full-stack web application focusing on enhancing UI/UX using Node.js and MySQL, and deployed on cloud server using AWS EC2, S3, Elastic Beanstalk, and CloudFront. Check out our website! -
Big Data Analysis Society
Hong Kong
President
Sep 2017 – Jun 2018
- Organized and instructed in group events to promote learning of basic Tensorflow, R, and Data Visualization.
- Participated in Aviation Data Analysis Competition held by Korea Airport Corporation.
Skills
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Technical Skills
Python | PyTorch | Tensorflow | Scikit-learn | C++ | HTML5 | CSS | Bootstrap | Node.js | React | SQL | Java
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Language Skills
English (Fluent) | Korean(Native) | Mandarin (Intermediate)
Honors and Awards
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Targeted Scholarship under HKSAR Government Scholar Fund, Full Scholarship, 2016-2020
Admission Scholarship from HKUST, Full Scholarship, 2016-2020
Dean’s List from HKUST, 2016
Certificate of Mensa International Membership from Mensa International, High IQ society, 2015