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GUNA VARDHINI RAVADA

@gunavardhiniravada

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Data scientist and analyst skilled in ML, visualization, and data-driven decision making.

India

Message

What I'm looking for

I seek a data-driven role where I can build ML models and dashboards, work with cross-functional teams, and deliver measurable business impact while continuing to grow in ML and visualization.

I am a data scientist and analyst with a strong foundation in computer science, hands-on experience in machine learning, deep learning, and data visualization, and a proven record of turning raw data into actionable business insights.

I've cleaned and analyzed datasets of 10,000+ rows, built interactive dashboards in Power BI and Tableau that improved reporting efficiency by up to 40%, and developed ML models (scikit-learn, TensorFlow, PyTorch) achieving up to 92% test accuracy and reducing prediction error by 15%.

My projects include a YOLOv8-based aerial object detection system trained on 3,300+ annotated images and nationwide traffic/vaccination pattern analyses using SQL; I communicate results clearly to stakeholders and focus on delivering measurable business impact.

Experience

Work history, roles, and key accomplishments

Data Scientist Intern

LabMentix

Sep 2025 - Present (3 months)

Developed and deployed ML models (classification, regression) in Python achieving up to 92% test accuracy and built deep learning models with TensorFlow/PyTorch that reduced prediction error by 15%, plus created visualizations to communicate results to non-technical stakeholders.

Python scikit learn TensorFlow PyTorch Machine Learning Deep Learning Matplotlib SeaBorn Tableau

Data Analyst Intern

Global Next Consulting Industrial Private Limited

Analyzed and cleaned 10,000+ rows of raw data using Python (Pandas, NumPy) and SQL, conducted EDA that identified three major trends improving customer retention, and built interactive Power BI/Tableau dashboards that improved decision-making efficiency by 20%.

Python Pandas NumPy SQL Power BI Tableau Data Cleaning Data Visualization

Education

Degrees, certifications, and relevant coursework

Andhra University College of Engineering

Bachelor of Technology, Computer Science and Engineering

Grade: 8.42/10.0

Pursuing Bachelors of Technology in Computer Science and Engineering with a CGPA of 8.42/10.0; coursework and projects focused on machine learning, data analysis, and visualization.