christianlin0420 / mangoclassifier

Using DCGAN and Ensemble Learning to classify the difference of the disease of different mangoes.

Hi 👋, I'm Christian Lin

A passionate machine learning developer and researcher from Taiwan

WHO AM I ?

Passionate and energetic computer science student, who wants to work with other people to do something different. Having ability to deal with difficulty efficiently and think logically. I also had lots of research and pratical real work experience.

MY EXPERIENCES

Microsoft Research and Development Intern, CSU team --- 2022.Aug - Present

• Connect Azure service using ASP.NET as backend and Javascipt as frontend to apply the architect solution requested by TSMC.

Machine Learning Teaching Assistant --- 2021.Sep - 2022.Feb

• Generated new form of assignments to make students better understand the kernel concept of Machine Learning.
• Assist students to find out new topic of machine learning in application and help them overcome the obstacles.

HMI Laboratory Researchers --- 2020.Sep - 2022.Aug

• Refactored the GPT2 model to fit the brain Electroencephalography signal so that it could generate synthetic brain signal and help the classifier with 25% more accuracy compared with current researches.
• Combined GPT2 model with discriminator, which we call it GPT2xCNN architecture to improve the quality with of the generated signal.

Lisa Laboratory Researchers --- 2021.Sep - Present

• Studied recent advanced multi-agent reinforcement learning researches with range of transfer learning, monotonicity and reward factorization.

ShengShing iOS Developer --- 2018.Aug - 2021.Jan

• Implemented customers acquirements with high-efficiency.
• Applied BLE protocol to connect application with the device to monitor users’ health condition.
• Analyzed the MIDI file format and create custom package to read the MIDI file with particular purpose.

CURRENT WORKS & CONTACT INFORMATION

• 🔭 I’m currently working on Simulating-Brain-signal-to-control-Hand-Movement-using-GPT2 & universalMARL

• 🌱 I’m currently learning Multi-agent reinforcement learning, Robotic control and Deep learning

• 👨‍💻 All of my projects are available at https://github.com/ChristianLin0420

• 💬 Ask me about Artificial Intelligence

• 📫 How to reach me [email protected]

• 📄 Know about my experiences https://drive.google.com/file/d/1Wo7asiI1xl6x8zAvql2R1EpF1esoVMRu/view?usp=sharing

• Love to learn neuroscience in order to create a real AI!!!!

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