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Mounika Mudavath

Data Scientist

Kharagpur, India

Profile Score

Skills & Expertise (29)

Python Intermediate

7.8/10

0.2

Years Exp

scikit-learn Intermediate

7.6/10

0.2

Years Exp

SQL Intermediate

7.0/10

0.2

Years Exp

Trend & Correlation Analysis C++ Sales Churn Analysis Window Functions Views Subqueries SQL joins statsmodels Seaborn Matplotlib Pandas NumPy Code Blocks Microsoft Excel Google Collab VS Code Featuretools SHAP Generative AI Jupyter Notebook Power BI GitHub MySQL WorkBench MySql MATLAB

Work Experience

Data Scientist

Equvinoxis

May 2025 - Jul 2025

Deployed 8 distinct ML models to predict GAD scores using a dataset of 45K entries, facilitating psychological analysis. Evaluated ROC scores, accuracy, precision, and F1 scores to conduct model comparisons after hyperparameter tuning. Executed statistical analyses including Kruskal test, Chi-square test, and Spearman correlation coefficient calculations. Achieved ROC score of 94.45% with the LightBoost model using optimal feature selection, ensuring bias mitigation.

Education

Integrated MSc (5 Yr) in Exploration Geophysics - Indian Institute of Technology, Kharagpur

- 2026 · Afghanistan

TSBIE (XII) - TTWR-COE, Warangal

- 2020 · Afghanistan

SSC (X) - NAM Girls High School

- 2018 · Afghanistan

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Profile Score Breakdown

📷 Photo 10/10

📄 Resume 10/10

💼 Job Title 10/10

✍️ Bio 0/10

🛠️ Skills 20/20

🎓 Education 10/10

⏱️ Experience 5/15

💰 Rate 0/5

🏆 Certs 0/5

✅ Verified 5/5

Total Score 70/100

Profile Overview

Member sinceMar 2026

Availability Details

Visa Status

Citizen

Relocation

Open to Relocation

Skills (29)

Python scikit-learn SQL Trend & Correlation Analysis C++ Sales Churn Analysis Window Functions Views Subqueries +19 more

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