Perusahaan The Look memiliki Karyawan sebanyak 8000++. Namun selama setahun terakhir tingkat produktivitas menurun. Untuk itu, HR ingin mengurangi rata-rata absensi staff perusahaan selama setahun maksimal 16 jam saja supaya dapat meningkatkan kontribusi , produktivitas, kedisiplinan staff perusahaan , serta meminimalisirkan kerugian pada perusa…

End-to-end HR analytics project predicting employee absenteeism with 84% Random Forest accuracy. Includes Python EDA identifying Winter and March as peak risk periods, BMI and transportation expense as top predictors, and a four-page interactive Power BI dashboard covering trends, health lifestyle analysis, workplace factors, and KPI summary.

Full Project Info of 2 projects

End-to-end ML project predicting employee absenteeism — regression, classification, and churn prediction across 20K records using Random Forest, XGBoost, and LightGBM