💻 SW Engineer, AI Expert

​Based in Seoul 🛫 Travelling the World 👨‍💻 Work Globally

updated: October 14, 2021

🇰🇷Korean Version

Key Expertise

• Deep Learning Model Implementation
• Data Mining & Building Training Dataset
• Serving Deep Learning Model (MLOps)

📋 Summary

I enjoy making services that I've never done before, and making it better. I am committed to becoming experts who can direct the entire process of AI services, including clarifying objectives, preparing learning data, designing and learning artificial neural network structures, and deploying services. I like learning new things little by little through projects. I'm focusing on making all the codes I write not only work well, but also readable and sustainable.I like to collaborate with competent team members and write a code that is not embarrassing afterward. I'm looking for opportunities to grow with an ambitious startup.

Language

Python C, C++ Dart(Flutter) Java Korean English

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Deep Learning Framework

Pytorch Tensorflow

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🛠️ Skills

Backend

• Python
• Visual Studio Code
• Git, Poetry

DevOps

• gunicorn, Nginx
• Mongo DB, MySQL
• Docker

Frontend

• PyQt5
• FastAPI, Flask, Django, RESTful-APIs
• Typer(CLI)

ML & Data Science

• Pytorch, Tensorflow(Keras)
• Numpy
• Pandas

Collaboration

• Notion
• Slack
• YouTrack

📜 Selected Work History

🍕 freelance

🥑 full-time

Freelance

• Recyclable Waste Object Detection Solution Development @ Aetech, Incheon Recyclable waste object detection & classification model develop Pytorch
• Deep Learning Model Deploy on Mobile @ Supertone, Seoul Audio Denoising Model (tensorflow) Deploy on mobile App Tensorflow & Flutter
• Brain wave signal (EGG) analysis @ personal work request LSTM based EGG classification model develop Pytorch
• Motion Recognizer on Mobile Device @ personal work request Joint Information based LSTM classifier Tensorflow & Flutter
• Mathematical Problem Image OCR Service @ MathMocha, Busan Text Detection / Text Recognition / Feature Analyzer and Search Algorithms Pytorch & k8s

Education