- Java, C, C++, R, Python
- Intellij, Visual Studio, Vim, R Studio
- Git

- PHP, HTML, CSS
- phpStorm

- MySQL
- FileZilla

Working In Progress
    • Develop an Android Application for food safety and manage Bluetooth module in between QCM and an Application
    • Visualize Real-time frequency and temperature monitoring into a mobile application for the users

Front-end Developer for Bioinformatics Database for scEmbroider Visualization Tool
• Build a database for the Bioinformatics project to visualize the single-cell RNA-seq dataset.
• Provide bioinformatics data and allow people to share scRNA data and formatted files from the single-cell Embroider visualization tool with non-bioinformaticians.
• Utilize D3.js tools to make a visual representation of t–Stochastic Neighbourhood Embedding (t-SNE) and Uniform Manifold Approximation and Projection (UMAP) on the website

Data Scientist Intern 
• Contribute scraping data for AI-driven Cancer Heterogeneity Profiling Platform.
• Genomic Data processing for Machine Learning algorithm development
• Extracting, merging, integrating inspecting, processing Data, and differentiating cell types.

• Built and designed website for students to manage test scores to visualize percentile standing of test scores.
• Developed scripts for the overall test score analysis process by utilizing radix sort to provide students with various sorting options to educate their short-term and long-term weaknesses. 
• Contributed to developing machine learning regression analysis for students’ test scores utilizing TensorFlow and Scikit-Learn to provide a score-improvement solution for students intuitively.
• Resulted in 300+ new users and 20%+ increase in revenue by renewing previous test score analysis and key visualizations.

• Redesigned SQL database storing method to manage the category table of exam questions.
• Developed key features for the website managing the test database user-friendly and automated the test score calculation with Java/PHP.
• Identified inefficiencies in previous curriculum by conducting 10+ user interviews to modify the class formation/curriculums.
• Revamped the previous class formation by shifting the classes from English proficiency level of students to areas of knowledge and marked 17% increase in average SAT scores and 20+ new coming students.

• 2021년 7월 본격 론칭.

- 프론트엔드
    웹사이트 디자인
    유저 친화적인 구상
    
- 백엔드
    데이터베이스 구축
    성적 분석 알고리즘 구현
    TensorFlow & Sklearn (사이킷런) 활용한 Linear Regression & Score Prediction

- 참여한 프로젝트
    대학생들의 성적을 넣고 평균 학점 계산 및 시간표 생성과 시간 알리미 안드로이드 앱 구현 참여