Embedded Files
This section collects my formal research papers, proposals, and studies exploring the role of AI in HR and organizational strategy. All documents are available for download in PDF format.
1. Contextual Relevance Scoring (CRS) Whitepaper
Description: A framework for evaluating candidates beyond keyword matching, with a focus on context, fairness, and predictive accuracy.
2. Bias Scanner Concept Paper
Description: An exploration of bias detection in job postings and resumes, with recommendations for fairer language and audit tools.
3. Training Proposal: Customer Service Role-Play + Coaching
Description: A hybrid training design combining role-play with coaching feedback to improve call center performance.
4. Compensation Matrix & Point Factor Job Evaluation
Description: A study on pay equity and evaluation, using point-factor methodology to create a fair compensation structure.
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