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MATHANGI SHAMJOUTHA

@mathangishamjoutha

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Data Science & Analytics Intern at Future Interns; developed a customer churn analysis workflow.

India

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What I'm looking for

I'm seeking an ML internship where I can apply machine learning techniques to real-world problems.

At Future Interns, I used Python and Pandas to preprocess, transform, and explore real-world datasets. I developed a customer churn and retention analysis workflow to identify patterns associated with attrition.

I also created Power BI dashboards to visualize analytical findings and communicate data-driven insights.

During my AI/ML Internship at EduSkills, I applied machine learning concepts in practical workflows involving preprocessing, model development, and evaluation.

In my Urban AI Heat Mapper project, I used K-Means clustering on aerial and satellite imagery to segment green and concrete regions. I built a Streamlit dashboard to show image segmentation, estimated temperature metrics, and an Urban Heat Threat indicator.

Experience

Work history, roles, and key accomplishments

Data Science & Analytics Intern

Future Interns

Jan 2026 - Present (8 months)

Performed data preprocessing, transformation, and exploratory analysis using Python and Pandas on real-world datasets. Developed a customer churn and retention analysis workflow and created Power BI dashboards to visualize findings.

Python Pandas data preprocessing Exploratory Data Analysis Power BI Customer Churn

AI/ML Intern

EduSkills

Jan 2026 - Present (8 months)

Applied machine learning concepts through practical workflows involving data preprocessing, model development, and evaluation. Strengthened Python-based ML skills across supervised learning, model evaluation, and AI fundamentals.

Python Machine Learning data preprocessing Model Evaluation Supervised Learning