Summary
Overview
Work History
Education
Skills
Websites
Languages
Certification
Timeline
Generic

Pranathi G

Bangaluru

Summary

Enthusiastic Software Engineer and Data Scientist with hands-on experience in medical imaging and machine learning applications. Worked with frontend components of a DICOM-based image processing system using C++ and GTK/gtkmm while following MVC architecture and design patterns. Worked with machine learning models in Python using Random Forest, achieving 85% accuracy, and continuously seeking opportunities to grow as a software engineer.

Overview

3
3
years of professional experience
2
2
Certifications

Work History

Software Engineer

TATA ELXSI
Bangaluru
12.2024 - Current
  • Worked on a project focused on a Digital Image Processing Pipeline (DICOM), where I primarily handled frontend development.
  • The application was built using GTK/gtkmm in C++, and I was involved in organizing and maintaining the codebase using established design patterns and the MVC architecture.
  • Gained strong hands-on experience with medical imaging libraries such as ITK and VTK, contributing to image processing and visualization workflows.
  • Additionally, I showed initiative in exploring the migration of the application to Python to improve maintainability and development efficiency.

Data Science Intern

Exposys Data Labs
Bangaluru
08.2023 - 09.2023
  • Worked as a Data Science Intern at Exposys Data Labs, where I developed a machine learning application titled “Diabetes Prediction.”
  • The application allows users to input key medical parameters and predicts whether a person is diabetic or not.
  • Implemented a Random Forest classification model and performed data preprocessing, training, and evaluation. The model achieved an accuracy of 85%.
  • The project was developed using Python along with libraries such as NumPy, Pandas, Scikit-learn, and Matplotlib.

Education

Bachelor of Engineering - Computer Science And Engineering

BNM Institute of Technology
Bangalore
05-2024

Skills

  • Programming Languages: C, Python
  • Frameworks & Libraries: GTK, gtkmm, ITK, VTK
  • Machine Learning: Random Forest, Classification Models
  • Data Science Libraries: NumPy, Pandas, Scikit-learn, Matplotlib
  • Medical Imaging: DICOM, Digital Image Processing
  • Software Architecture: MVC Architecture, Design Patterns
  • Frontend Development: GUI Development (GTK-based applications,HTML,CSS,Javascript)
  • Data Handling & Preprocessing
  • Model Training & Evaluation

Tools & Concepts

  • Object-Oriented Programming (OOP)
  • Code Organization

Websites

Languages

English
Intermediate (B1)
B1
Kannada
Upper Intermediate (B2)
B2
Telugu
Upper Intermediate (B2)
B2
Hindi
Intermediate (B1)
B1

Certification

Data Science Intern - Exposys Data Labs

Timeline

Software Engineer

TATA ELXSI
12.2024 - Current

Data Science Intern

Exposys Data Labs
08.2023 - 09.2023

Bachelor of Engineering - Computer Science And Engineering

BNM Institute of Technology
Pranathi G