People Analytics Knowledge Graph

Developed a ground-up clone of the NASA People Analytics Framework during tenure at Entomo (KPISoft) — taken from concept to pre-production. The system maps skills, occupations, training records, and mission data into a unified Neo4j knowledge graph, improving internal search speed by ~40%.

• Comprehensive data integration across employee, occupation, training, and mission data
• Advanced skills identification using Doc2Vec and NLP extraction from textual sources
• Dynamic relationship mapping between employees, skills, and career paths
• Predictive analytics for skills gap analysis and succession planning
• Internal talent marketplace — CV vs. job requirement matching
• Strategic workforce alignment across projects and missions