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Kim Jung Hwan

@jhbale11

  • ๐Ÿ“Š Data Scientist
  • ๐Ÿง‘โ€ AI Researcher
  • ๐Ÿง  Machine Learning Engineer
  • ๐Ÿ‘จโ€๐Ÿ’ป Deep Learning Engineer

(๋ชจ๋‘ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค!)

Qualification

  • Electrical and Computer Science Major : SNU
  • Statistical Analysis and Methodology
  • Fluent Python, SQL, ML/DL Modeling
  • Intermediate Tableau Dashboard Skills : Vizable
  • Big Data Analysis Engineer(๋น…๋ฐ์ดํ„ฐ ๋ถ„์„๊ธฐ์‚ฌ)
  • SQL Developer(SQLD)
  • ADsP

Repo

#!/usr/bin/python
# -*- coding: utf-8 -*-

class Me:
     """
    A class to represent a person. (Actually just for me)
    """
    def __init__(self):
        self.name = "Jung Hwan Kim"
        self.eng_name = 'Hwan"
        self.pronouns = "he/him"
	self.role1 = "Data Scientist"
	self.role2 = "Machine Learning Engineer"
  	self.role3 = "Deep Learning Engineer"
	self.univ = "Seoul National University, SNU"
	self.bsc_studies = ("Electrical and Computer Engineering", "Information Science and Culture")
	self.msc_studies = ("Time Series Data", "Causal AI", "XAI(Explainable AI)")
        self.language_spoken = ["Kor", "en_US", "CN"]
	self.country = "South Korea"
	self.city = "Seoul"
	self.domain = ["Time Series Data", "Tabular Data", "NLP"]
				
    def say_hi(self):
        print("Thanks for dropping by, hope you find some of my work interesting. \n I'll be happy to connect with you on Social Media!")

me = Me()
me.say_hi()

๐Ÿ› ๏ธ My favorite tools

๐Ÿ‘จโ€๐Ÿ’ป Programming languages

Python SQL Bash

๐Ÿงฐ Frameworks, libraries and DB

NumPy Pandas Scikit-Learn Pytorch TensorFlow Keras Plotly Dash PostgreSQL MongoDB MySQL SQLite

๐Ÿ’ป Software and tools

Linux Ubuntu Jupyter Visual Studio Code Google Colab Tableau

Jung Hwan Kim's Projects

ai_in_finance icon ai_in_finance

<Python for Algorithmic Trading> ์ฑ…์„ ์ฝ๊ณ  ์ฝ”๋“œ๋ฅผ Replicateํ•˜์—ฌ ์‹ค์Šตํ•œ ๊ฒฐ๊ณผ๋ฅผ ์ •๋ฆฌํ•œ `Repo`์ž…๋‹ˆ๋‹ค.

all-about-dowhy icon all-about-dowhy

์˜คํ”ˆ์†Œ์Šค Causal Inference ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์ธ Microsoft DoWhy์— ๋Œ€ํ•œ ์Šคํ„ฐ๋””

all-about-pycaret icon all-about-pycaret

์˜คํ”ˆ์†Œ์Šค ๋จธ์‹ ๋Ÿฌ๋‹ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ PyCaret ์Šคํ„ฐ๋”” ์ •๋ฆฌ

all-about-rawdl icon all-about-rawdl

<ํŒŒ์ด์ฌ ๋‚ ์ฝ”๋”ฉ์œผ๋กœ ์•Œ๊ณ  ์งœ๋Š” ๋”ฅ๋Ÿฌ๋‹> ์‹ค์Šต ์ž๋ฃŒ๋ฅผ ๊ตฌํ˜„ํ•˜๊ณ  Torch๋กœ ๋ณต์Šตํ•˜๋Š” ๋ ˆํฌ์ž…๋‹ˆ๋‹ค.

all-about-streamlit icon all-about-streamlit

์˜คํ”ˆ์†Œ์Šค Python ์‹œ๊ฐํ™” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ Streamlit ์Šคํ„ฐ๋””

andrewng_dl icon andrewng_dl

Exercise of AndrewNg's Deep Learning Specialization on Coursera

css-network icon css-network

fastcampus-cs school network, db, software, engineering

deeplearning_with_pytorch icon deeplearning_with_pytorch

<๋”ฅ๋Ÿฌ๋‹ ํŒŒ์ดํ† ์น˜ ๊ต๊ณผ์„œ> ์ฑ…์„ ๋ณด๊ณ  ๊ณต๋ถ€ํ•œ ๋‚ด์šฉ์„ ์ •๋ฆฌํ•œ ๋ ˆํฌ์ž…๋‹ˆ๋‹ค.

modeling-from-scratch icon modeling-from-scratch

Scratch์—์„œ Pytorch Model์„ ๊ตฌํ˜„ํ•˜๋Š” ์Šคํ„ฐ๋”” ์ •๋ฆฌ

realworld_simulation_with_simpy icon realworld_simulation_with_simpy

Simpy ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ํ˜„์‹ค ์„ธ๊ณ„์— ์กด์žฌํ•˜๋Š” ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ํ™˜๊ฒฝ๋“ค์„ ๊ตฌ์ถ•ํ•˜๋Š” Repo์ž…๋‹ˆ๋‹ค.

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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