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lion-tf's Introduction

I'm a Machine Learning Researcher

๐Ÿ–ฅ I only use ๏ฃฟ devices. (If you can see the emoji, you are also ๏ฃฟ user!)

โœˆ๏ธ I hope to be a Machine Learning Engineer in the future.

๐Ÿง  I have a little knowledge in Neuroscience. The most interested part is CA1 area in Hippocampus!

๐Ÿ“– I am currently learning about Meta-Learning such as Reptile, MAML.

๐Ÿ˜Ž I am a Moderator with Helpful Medal on the Largest TensorFlow Discord community in the world.

Careers

  • 2015.07 ~ 2019.02 ๐Ÿคฉ : Serving a Minecraft server platform, as known as Avis Games during my teenage years for fun.
  • 2018.02 ~ 2018.07 ๐Ÿ’ผ : Web Frontend/Backend Development Outsourcing from Yulchon LLC.
  • 2019.03 ~ 2019.05 ๐Ÿ’ผ : Speech Recognition and Automation Bot (more details in Resume/CV)
  • 2018.07 ~ 2021.01 ๐Ÿ’ผ : Web Development Freelance (specifically in Blockchain service infrastructure)
  • 2020.01 ~ 2021.01 ๐Ÿ’ผ : Virtual Android Application Streaming Services (more details in Resume/CV)
  • 2020.11 ~ 2021.01 ๐Ÿ’ผ : Edge AI Computing and Inference Research using products from Gyrfalcon Technology
  • 2021.12 ~ 2022.02 ๐Ÿคฉ : Basars - Bowel and Stomach Abnormality Recognition System - partnered with SPASS
  • 2021.12 ~ 2022.02 ๐Ÿคฉ : Dollus - Vivid dreams for your baby - Edge AI Computing with Gyrfalcon Technology products
  • 2022.07 ~ 2022.07 ๐Ÿ† : NAVER CLOVA AI RUSH 2022 R1 Finalist (Out of 150 participants)
  • 2022.08 ~ 2022.08 ๐Ÿ† : NAVER CLOVA AI RUSH 2022 R2 4th place (Out of 70 participants)
  • 2022.09 ~ 2022.11 ๐Ÿ† : CoRT - Contrastive Rhetorical Tagging - from AIDA KISTI 2022 with better performance [Demo]
  • 2023.01 ~ 2023.03 ๐Ÿ’ผ : Aleatoric Uncertainty-aware Human Organ Biological Age Estimation
  • 2023.01 ~ 2023.06 ๐Ÿ’ผ : Development of OOD-aware Anesthesia Tools Recommenders in Contrastive Learning Approaches
  • 2023.06 ~ Present ๐Ÿ’ผ : Eric - Medical Multi-dialogue Dataset Labeling Backoffice
  • 2023.06 ~ Present ๐Ÿ’ผ : Eric - Conversational Medical Knowledge AI Assistant (Passed Korean Medical Licensing Exams)
  • 2023.01 ~ Present ๐Ÿ’ผ : Working as Machine Learning Researcher in Medical Fields

Toys

  • 2022.06 ~ Present: gato - Unofficial Gato: A Generalist Agent
  • 2022.05 ~ Present: homebridge-coway - Homebridge plugin for Coway purifier devices
  • 2021.01 ~ Present: homebridge-daelim-smarthome - Homebridge plugin for HomeKit-unsupported Daelim apartments
  • 2019.11 ~ Present: Naver-Dark - Dark mode for NAVER
  • 2023.05 ~ 2023.05: flowchain - Method Chaining Extension for TensorFlow
  • 2023.03 ~ 2023.05: adam-lr-decay - Adam Optimizer with Layer-wise LR Decay
  • 2021.07 ~ 2022.01: GrovemadeAlerts - Grovemade order status summary, notification application for iOS/iPadOS
  • 2019.04 ~ 2020.12: aegis-viii - An implementation of Spiking Neural Network with synaptic plasticity
  • 2019.01 ~ 2019.07: ProDisplayXDR-ScreenSaver - Pro Display XDR screensaver for macOS
  • ????.?? ~ Present: And many other private toy projects!

Skills

Languages

Swift, Objective-C, Python, C, C++, Kotlin, Java, JavaScript, TypeScript, Rust, CMake

Frameworks

TensorFlow, Keras, Pandas, FastAPI, Spring Boot

Infrastructures

Docker, Kubernetes, Terraform

IDEs

IntelliJ, PyCharm, Xcode, CLion

Databases

MySQL, Redis, MongoDB

lion-tf's People

Contributors

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