MS
Data & AnalyticsMachine Learning Developer

Salary Prediction App

An interactive ML-powered tool to estimate salaries based on experience, skills, and education.

PythonStreamlitscikit-learnRegression Models
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Problem & Challenge

The Objective

Job seekers and HR teams needed a quick way to predict salaries for various profiles using ML.

Approach & Architecture

The Process

  • 1
    Collected and preprocessed salary datasets
  • 2
    Trained regression models to predict salaries
  • 3
    Built Streamlit UI for interactive profile input
  • 4
    Visualized confidence intervals and feature impact
  • 5
    Validated predictions and deployed app
Key Impact & Results

“Provided accurate salary estimates with visualizations for confidence and feature impact.”