Sneha Padma | Data Analyst

About

Aspiring Data Analyst with hands-on experience in exploratory data analysis, machine learning models, and SQL-based insights. Skilled in transforming raw data into meaningful business conclusions.

What I Bring as a Data Analyst

Convert raw data into actionable business insights
Identify trends, patterns & anomalies using EDA
Build ML models for prediction & classification
Create clear visualizations for decision-making
Communicate insights to non-technical stakeholders

Projects

Titanic Survival Prediction

Performed data cleaning & EDA
Applied feature engineering
Evaluated ML models using accuracy metrics

Tools: Python, Pandas, Scikit-learn

GitHub →

Movie Rating Prediction

Built regression-based prediction model
Analyzed movie attributes affecting ratings

Tools: Python, Regression

GitHub →

Iris Flower Classification

Implemented supervised ML algorithms
Evaluated model performance

Tools: Python, Scikit-learn

GitHub →

Gender Pay Equality Analysis – Daikibo Industrials

Conducted a gender pay equality analysis across job roles and factory locations using an equality scoring model to identify pay disparities and support ethical HR decision-making.

Daikibo Industrials received internal complaints regarding gender-based salary inequality. Equality scores were generated for each role and factory to enable structured analysis.

Key Insights

Fair

Unfair

Highly Discriminative

Key Insights

Fair

Unfair

Highly Discriminative

Roles were classified based on equality score thresholds to highlight potential gender-based pay discrimination.

Tools & Skills Used

Excel HR Analytics Data Classification Business Analysis

Data Analyst Portfolio

Explore My Professional Profiles

About

Technical Skills

What I Bring as a Data Analyst

Projects

Titanic Survival Prediction

Movie Rating Prediction

Iris Flower Classification

Gender Pay Equality Analysis – Daikibo Industrials

Key Insights

Key Insights

Tools & Skills Used