Projects
Here are some interesting projects I've worked on since my college days...
sRNA Analyst
Biologists have always been curious about gene regulation mechanisms, such as which proteins are involved in which reactions, the combination of RNAs in which locations, and what outcomes are generated for target genes. This website may provide answers to your questions.
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RNA-seq Analysis Toolkit
Since the advent of NGS sequencing technology, research in the field of RNA has been thriving. We have published a series of papers exploring the relationship of small RNA binding and introducing novel perspectives on CLASH and iCLIP experiments.
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Google Developer Student Club
GDSC is a student community founded by Google to encourage students to apply Google technologies. As core members of the NLP Group at NCKU, our main goal is to promote the use of natural language processing in TensorFlow and PyTorch. We aim to create applications such as document summarization and ChatBot.
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Seed Project: Canada Alpine Training
In 2023, a group of young people went to Canada for an one-month alpine climbing training, including snow, rock, and ice climbing skills. Thanks to the sponsorship and selection by Taiwan Climbing & Mountaineering Alliance, our horizons are gradually expanding.
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Industry-Academia Collaboration: Website Infrastructure
This project will assist a company in Taiwan with its internal transformation, moving its AWS website to servers. It involves planning several Linux servers for load balancing and database read-write separation, as well as redesigning the website's front-end and back-end architecture.
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VBA Macros Attack and Defence
Even today, many companies and government agencies continue to use macros in Word and Excel. However, macros can pose significant security risks. This project will explore and implement potential hacking techniques and defense mechanisms.
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COVID-19 Image Recognition Application
Due to the critical issue of COVID-19, we aim to utilize image recognition and AI technology to assess the likelihood of illness from CT scans. Additionally, we are conducting some interesting analyses related to whether people are correctly wearing masks based on facial recognition.
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Smart Dumbbell Chip Development
To address the issue of muscular dystrophy, we collaborated with the Industrial Design Department to develop a smart dumbbell that can detect whether the movements of rehabilitation patients are correct. This project was part of the 'Dreams Come True' initiative and we successfully presented our paper in Indonesia.
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Blogging Platform
This project demonstrates how to use the Django full-stack framework for creating a blog. It includes frontend template and form design, backend SQL database setup, user login functionality, and website deployment.
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Guide and Tour Commentary System
Find Deqingxi is a mobile web app that integrates local culture and provides guided services for the surroundings of Deqingxi. It allows users to navigate through the past and present maps, interact with physical guides, and leave comments.
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Resonant Circuits for Wireless Power Transfer
This project primarily explores the WPT in short-range communication. It involves using resonant magnetic coupling circuits to facilitate power transfer. The project encompasses the derivation of relevant formulas, coil model design, and analysis, with a particular focus on the phenomenon of frequency splitting.
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Buck Converter for Energy Harvesting
Exploration of the conversion mechanism of the DC-DC converter in Energy Light Harvesting System. To address the shortcomings of traditional linear converters, the utilization of switch circuits and energy storage components for voltage conversion is employed to reduce energy loss. Additionally, there is a focus on minimizing noise levels in component design.
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Poker Card Big Two Playing Robot
Feel like you're not good at playing Big Two? Give this card-playing robot a try. It might not play better than you, but at least it can give you a break.
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Lightweight RPG Adventure Game
I created a simple RPG game using Java, where you can play as a thief, a monk, or a bard to explore this world and build your own cottage by accumulating assets.
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