🚀

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

Shadow Rent Index

Real-time housing inflation oracle for the rental market

Dashboard
Python SQL Selenium PostgreSQL Pandas Regex Streamlit Plotly Mapbox

Data Story & Dashboard

Automated ETL pipeline scraping live Madison rental listings to track housing inflation 6–9 months ahead of CPI

Future Prophecy

Algorithmic Trading Bot — the next chapter

Trading Bot Project

Planned & in research

✦ Planned ✦