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ChristianLin0420/README.md

Hi 👋, I'm Christian Lin

A passionate machine learning developer and researcher from Taiwan

Hey there, I'm Cyristian!

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

Connect with me:

bor jiun lin christian lin (林柏均) imchristianbutnotchristian christianlin christianlin_0420

PROFICIENCY

Languages and Tools:

arduino c cplusplus css3 figma firebase git java javascript linux matlab mysql opencv pandas postgresql postman python pytorch react scikit_learn seaborn swift tensorflow

christianlin0420

 christianlin0420

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  1. universalMARL universalMARL Public

    This project mainly focus on how to transfer agents' knowledge in order to improve the flexibility of the MARL model and the training efficiency.

    Python 2

  2. PoRT-Blockchain PoRT-Blockchain Public

    Forked from ytwang3579/PoRT-Blockchain

    A doubly-linked PoRT Blockchain approach

    HTML

  3. Friday Friday Public

    Inspired by Numenta HTM intelligent framework. Therefore, I implement the Spacial Pooling Algorithm and Temporal Pooling Algorithm.

    Swift

  4. Simulating-Brain-signal-to-control-Hand-Movement-using-GPT2 Simulating-Brain-signal-to-control-Hand-Movement-using-GPT2 Public

    We demonstrate that the proposed GPT2-based generative adversarial network framework can be used for simulating human-like brain signals and build the EEG classification model that can be transferr…

    Python 1 1

  5. DeepRL DeepRL Public

    NTHU Computer Science - Deep Reinforcement Learning assignments

    Python 4

  6. Robotic-Control Robotic-Control Public

    Python 2