HR Insights & Analytics

Thoughts on Organizational Behavior, Data, and the Psychology of Work.

Dec 28, 2025 Psychology

The Hidden Cost of "Resilience": A Psychological Perspective

We often hire for resilience, but are we actually hiring for burnout tolerance? Analyzing the fine line between adaptability and systemic inefficiency using Big 5 personality traits.

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Dec 20, 2025 Analytics

Why I Built a Python-Based HRIS Instead of Using Excel

Excel is great, but it's not a database. A technical deep dive into how I used Flask and SQLAlchemy to build a secure, scalable employee management system that handles relational data correctly.

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Nov 15, 2025 Strategy

Calculating the ROI of Training: It's Not Just a Guess

Most L&D budgets get cut because they lack financial accountability. Here is the mathematical formula I use to project productivity gains against training costs.

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