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Tech Layoffs Analysis

How macro-economic indicators shape global tech layoff waves

Dashboard
Python Pandas Scikit-Learn SQLite FRED API yfinance Streamlit Tableau Matplotlib Seaborn

Data Story & Dashboard

End-to-end analysis predicting tech layoff trends using Random Forest & macro indicators (GDP, CPI, rates)

Semiconductor HR Research

Vietnam's workforce crisis & lessons from TSMC Taiwan

IRJEMS

Vol 3, Issue 8 (2024)

Peer-reviewed publication

Project Sekai Melody

Unlocking probability secrets of magical Gacha songs

Gacha Probability Model

Writing in progress...

✦ Coming Soon ✦

Future Prophecy

Algorithmic Trading Bot — the next chapter

Trading Bot Project

Planned & in research

✦ Planned ✦