Open to opportunities

Sonia Singh

@soniasingh3

Message

I'm a data analytics and software development graduate building data models and responsive web experiences.

Spain

Message

What I'm looking for

I'm seeking a data analysis or front-end development role where I can apply my academic and project-based experience building data models, responsive web pages, and user-friendly interfaces.

I've built a World Happiness Prediction Model using Python, Pandas, and linear regression to predict Happiness Scores across a 156-country dataset.

I analyzed eight socioeconomic variables, performed correlation analysis, and used summary statistics, histograms, and boxplots to examine distributions and outliers. I evaluated model performance with R² score and mean squared error using an 80/20 train-test split.

For P48 Marketing, I designed a website for managing advertising schedules and customer billing. I developed responsive, interactive pages with HTML, CSS, and JavaScript and supported deployment, maintenance, and hosting through cPanel.

I'm seeking opportunities in data analysis or front-end development where I can apply hands-on project experience and continue building practical products.

Experience

Work history, roles, and key accomplishments

Data Analyst

World Happiness Prediction Model and Data Analysis

Jan 2026 - Present (8 months)

Built a linear regression model using a 156-country World Happiness dataset to predict Happiness Scores based on GDP and Social Support. Analyzed 8 socioeconomic variables and performed correlation analysis to identify key predictors of happiness.

Python Pandas Data Analysis R² Score Mean Squared Error

Education

Degrees, certifications, and relevant coursework

Green River College

Associate Degree, Data Analytics and Software Development

2024 - 2026

Developed skills in data analytics, software development, programming, web development, database management and business systems through hands-on coursework and real-world project experience.