Mounika Guntupalli

Engineering undergraduate · Aspiring ML/Data Science professional

Vijayawada, Andhra Pradesh, India

@mounika_guntupalli

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Looking for jobs Looking for internships Open to relocating

🎓 B.Tech in Information Technology at NRI Institute of Technology · Graduating 2027

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About

Engineering undergraduate with hands-on experience in Python, SQL, and Java, and project/internship exposure to machine learning and data science workflows. Has worked on data cleaning, preprocessing, model training, evaluation, and deployment for real-world problem-solving.

Experience

AI / ML Intern

Edunet Foundation

Collaborated with IBM on a machine learning mini-project, achieving 92% model accuracy. Used Python for data cleaning, preprocessing, model training, evaluation, and comparing supervised learning algorithms on a dataset of over 2,000 records.

Education

2027

Bachelor of Technology

NRI Institute of Technology

Information Technology · Aug 2023 – May 2027

Information Technology · Aug 2023 – May 2027

Skills

<3 months

C SQL CSS HTML Java NumPy Python Pandas XGBoost Streamlit scikit-learn Data Analysis Data Cleaning Random Forest Decision Trees Model Training Machine Learning Model Evaluation Data Exploration Linear Regression Data Preprocessing Data Visualization Feature Engineering Hyperparameter Tuning Logistic Regression ( in progress )

Tools / apps / platforms

<3 months

Amazon Web Services AWS

Projects

Disease Risk Prediction System ↗

Python, scikit-learn, Streamlit

ML-powered Streamlit web app for real-time disease risk prediction with data validation, preprocessing, feature engineering, and interactive UI.
Employee Salary Prediction System

Python, Pandas, NumPy, Random Forest, XGBoost

Salary prediction system using Linear Regression, Random Forest, and XGBoost with EDA, preprocessing, model evaluation, feature engineering, and a simple user interface.

Courses & certifications

Introduction to Python · Infosys Springboard
Java for Beginners · Infosys Springboard
AI for Beginners · HP Foundation
Front-End Development · Cognifyz
Artificial Intelligence · IBM
AWS Solutions Architecture Job Simulation · AWS
Introduction to Responsible AI · Simplilearn

🏆 Achievements & awards

College hackathon participation

Contributed to a team-based solution under 24-hour development constraints.
First prize in college science exhibition

Earned first prize for an innovative project.

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