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Project case study

Human Interest Predictor — Career Recommendation Model

Psychometric AI/ML test that suggests ideal careers and reduces mismatch-driven burnout. 90% top-3 suggestion relevance.

XGBoostK-MeansGCPReportLabCareer AI
HIP
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Project story

Engineered a hybrid ML model (XGBoost + K-Means) analyzing 100+ user traits to generate career reports. Reduced report generation time by 40% using ReportLab + GCP, scaling to 50+ monthly users with <200ms latency.