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Purnachandra Anirudh Gajjala
Telangana, India
Graduate Student pursuing MS in CS at The University of Tennessee, Knoxville (started Fall 2022)0 followers0 following
- About
- Bachelor's
- Target
- IELTS
- GRE
Male
Telangana, India
Work ExperienceR&D Intern
Mercedes-Benz Research and Development India - Internship
Mar 7, 2022 - Jun 30, 2022 · 4 mos
Karnataka, India
Developed Mock Components using C++ for Computer Vision systems inside a Smart Car which
helped in improving the testability of the system.
Worked in an Agile environment for the development of Mock Components.
ProjectsMachine Learning-based model for COVID-19 patients
Role - Student
for Academic
Feb 1, 2022 - May 31, 2022
Implemented Extreme Gradient Boosting, Random Forest Classifier and Logistic Regression Machine Learning algorithms to predict whether a patient is diagnosed as positive, or negative using Python in Google Collaboratory.
Implemented various preprocessing methods to clean and optimize the dataset which helped in achieving an accuracy above 90% using NumPy, Pandas, scikit-learn libraries.
Analyzed the performance of the utilized Machine Learning algorithms using Performance Metrics, implementing, and visualizing AUC-ROC curve using Matplotlib, Seaborn, roccurve libraries.
Development of an efficient classification algorithm for Ovarian Cancer
Role - Research Assistant
for Academic
Nov 1, 2020 - Dec 9, 2021
Implemented Support Vector Machine, Logistic Regression, K-Nearest Neighbors, Decision Tree Classifier and Random Forest Classifier Machine Learning algorithms and developed RMI Scoring System to process the Ovarian Cancer tumor dataset into benign, malignant, and borderline cases and predict the accuracy of the models using Python in Google Collaboratory and Jupyter Notebook.
Implemented various preprocessing methods to clean and optimize the dataset which helped in achieving an accuracy above 85% using NumPy, Pandas, scikit-learn, Multiple Imputation libraries.
Analyzed the performance of the utilized Machine Learning algorithms using Performance Metrics, implementing, and visualizing AUC-ROC curve using Matplotlib, Seaborn, roccurve libraries.
Research PapersPurnachandra Anirudh Gajjala has not added any research paper yet.
VolunteeringPurnachandra Anirudh Gajjala has not added any volunteering detail yet.