Where there’s a will, there’s a way.
I am training to become a insightful developer and a skillful and quick-witted engineer.
I believe that someday, all the knowledge I've acquired will come together at the end of the journey.
Core Project
| Project | Description |
|---|---|
ExceptNotifier  |
The Python package ExceptNotifier enhances the try-except statement, allowing you to receive detailed error messages via email or messenger apps. [Github] |
Co-Coder  |
Co-Coder is a Python package that streamlines error debugging from Open AI chat GPT and Google Bard by providing hints, example code, and relevant Stack Overflow links. [Github] |
| Amazing-Bard-Prompts | This repo includes Google Bard prompt curation to use Bard better. [Github] |
Projects
| Project | Description |
|---|---|
| GPT-BERT-Medical-QA-Chatbot | Medical domain-focused GPT-2 fine-tuning, optimization, and lightweighting research repository (compared to GPT-4). [Github] |
| Korean-news-topic-classification-using-KO-BERT | Model for classifying Korean news articles into eight pre-defined categories using a fine-tuned Korean BERT news article classifier. [Github] |
| Multi-objective-recommender | Recommendation system model based on e-commerce log data that utilizes ranking and re-ranking techniques. The model aims to improve the accuracy of product recommendations by incorporating user behavior data such as click-through rates and purchase history. [GitHub] |
Bard API  |
The python package that returns response of Google Bard through API. [GitHub] |
I possess a wide range of experience in data analysis, modeling, and processing across various projects.
- Hyundai Motor Group core algorithm development project using image, sound, tabular data, etc.
- Development of efficient processing (pyspark) and processing algorithm of large data (hadoop) of Hyundai Motor Group
- Main developer of real estate projects of Microsoft Korea and KB Financial Group
- Five healthcare data analysis and AI modeling projects using data of various modalities such as human metabolites, animal metabolites, Korean National Health Insurance cohort data, and body shape data
Additionally, I have expertise in planning and securing business projects.
Packages
pypi link: https://pypi.org/user/archi-park/
All packages are also available in conda-forge, but the latest version is maintained by pip.
| Package | Description |
|---|---|
Quick Show  |
Quickly and easily plot frequently used dataframes as input. [PyPI] [Github] [Tutorial] pip install quickshow |
Corpus Show  |
Provide dimensionality reduction plot with corpus dataframe as input. [PyPI] [Github] [Tutorial] pip install corpusshow |
EDA NIf  |
Easily and quickly create a metadata frame by inputting the name of the folder where NIfTi files exist (several useful functions are provided). [PyPI] [Github] [Tutorial] pip install edanif |
You Tuber  |
Support tools including crawler, video editing, YouTube API, etc. [PyPI] [Github] [Tutorial] pip install youtuber |
Util Function |
The Python package utilfunction wraps and distributes useful functions in an easy-to-use way. pip install utilfunction [PyPI] [Github] [Tutorial] |
Google Driver |
The Python package google drive facilitates access to files uploaded to Google Drive. [PyPI] [Github] [Tutorial] pip install googledriver |
Doc Filter |
The Python package docfilter is used to detect and remove inappropriate information from text. [PyPI] [Github] [Tutorial] pip install docfilter |
KMI Dataset |
Korea Macroeconomic Indicators from 2021-2022 [PyPI] [Github] [Tutorial] pip install kmi2122 |
Huggingface
link: https://huggingface.co/danielpark
