Project detail
Future Skill Gaps
Bayesian analysis to estimate future skill gaps and anticipate talent needs.
Highlights
- Skill gap estimation
- Prediction of future needs
- Frontend for visualizing gaps
- Useful for workforce planning
No public repository or demo link is published for this project yet.
Architecture
Bayesian model with a FastAPI backend and Flutter frontend to compare current skills with future requirements
Challenges
- Translating future goals into clear thresholds
- Maintaining sampling stability
- Making the output actionable for talent teams
Outcome
A tool for planning upskilling, reskilling, and hiring with probabilistic evidence
Overview
Problem
Skill needs change quickly, and gaps should be anticipated before they affect operations.
Approach
I modeled observed and required skills to estimate the distance between the current state and the future.
Outcome
The analysis helps guide development and hiring decisions with more clarity.