Learning the art of converting caffein into better data-driven decision ☕

Experience

Automation

Improve efficiency and quality by automating repetitive tasks.

AI

Use appropriate machine learning models to solve major pain points.

Database

Provide comfortable, efficient and affordable home for critical data.

Projects

E-commerce Data Analytics & Interactive Dashboard

Data Analytics EDA Data Cleaning Python Pandas Tableau

This project includes an interactive dashboard using Tableau. You can change various parameters such as moving average period and top N sales/expenses. When certain period is selected, other dashboard components will be adjusted automatically. Exploratory data analysis (EDA) and data cleaning were also performed to ensure more accurate results.

Practice German With AI

Machine Learning NLP Transformer Model Python Javascript FastAPI Svelte Linux

Practice German conversation without fear. The app focuses on providing speedy response to make simulated conversation more natural, without using expensive large language models (LLMs) such as GPT by Open AI.

Data Driven Trader

Data Analysis Python Streamlit Docker

Test trading strategy with more data! With this no code app, we can measure different metrics with years of data. These metrics include Sharpe ratio and comparison vs buy and hold strategy. This app can help to prevent loss before adopting a new trading strategy.

Experience

Automation

AI

Database

Projects

E-commerce Data Analytics & Interactive Dashboard

Practice German With AI

Data Driven Trader

Latest Blog Posts

E-commerce Data Analytics

Showing SQL On Jupyter Notebook Using DuckDB

Display Learning Metrics On Power BI