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Devi karnambigai
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Data Scientist Career Intelligence System
A comprehensive salary prediction & job market analysis system for Data Scientists using ML
Overview
Analyzed global Data Scientist job market trends and built ML models (Random Forest, XGBoost, LightGBM) to predict salaries. Random Forest performed best with R²=0.55. Deployed as an interactive Gradio app on HuggingFace.