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jhbale11/README.md

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

Pinned

  1. TimeSeriesForecasting_WithPytorch TimeSeriesForecasting_WithPytorch Public

    ์‹œ๊ณ„์—ด ๋ฐ์ดํ„ฐ์— ๋Œ€ํ•œ ์˜ˆ์ธก ๋ฌธ์ œ๋ฅผ Pytorch๋กœ ๊ตฌํ˜„ํ•œ ๋ ˆํฌ์ž…๋‹ˆ๋‹ค. RNN, LSTM, GRU, CNN๊ณผ ๊ฐ™์€ ๊ธฐ๋ณธ ๋ชจ๋ธ๋ถ€ํ„ฐ TCN, TFT, Transformer ๊ธฐ๋ฐ˜์˜ ์ตœ์‹  ๋ชจ๋ธ๊นŒ์ง€ ๋™์ผ ๋ฐ์ดํ„ฐ์— ๋Œ€ํ•ด ์‹คํ—˜ํ•˜๊ณ  ์ •๋ฆฌํ•˜๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค.

    Jupyter Notebook 2

  2. All-About-TimeSeries-Analysis All-About-TimeSeries-Analysis Public

    From Pandas to Statsmodels

    Jupyter Notebook

  3. All-About-RawDL All-About-RawDL Public

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

    Jupyter Notebook

  4. Realworld_Simulation_with_Simpy Realworld_Simulation_with_Simpy Public

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

    Jupyter Notebook

  5. All-About-Streamlit All-About-Streamlit Public

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

    Python

  6. Asset-Allocation Asset-Allocation Public

    Repository for Asset Allocation Code

    Jupyter Notebook