Assistant Project

MANOGYA PULIVENDALA

******************@*****.*** 704-***-**** https://www.linkedin.com/in/manogya-pulivendala https://github.com/Manogya56

EDUCATION

UNIVERSITY OF NORTH CAROLINA, CHARLOTTE May 2021

Master of Science in Computer Science

Specialization: Data Science

SKILLS

● C, Python, Java, JavaScript, PHP, SQL, HTML&CSS, NodeJS

● Anaconda, Tableau, WEKA, ArgoUML, Machine Learning, Microsoft Power BI, SAS

PROFESSIONAL EXPERIENCE

RESEARCH ASSISTANT

Project Title: Application on predicting Software Reliability

• Developed a model to predict Software Reliability using Decision Tree, SVR

• SVR showed an accuracy > 75%

PROJECTS

Project Title #1: Flower Recognition using SVM and CNN (Machine Learning)

• As a team of 4, we clicked pictures of 4 different kinds of flowers and built a Support Vector Regressor which could correctly classify the flowers and give an accuracy of 65 - 70%.

• Another model built is the Convolution Neural Network which was tested on the same pictures and gave an accuracy greater than 90%.

• Could classify the difference between SVR and CNN. Project Title #2: Predict Graduate Admissions (Machine Learning)

• Downloaded dataset from Kaggle and predicted graduate admission rates using multiple linear, decision tree and support vector regression models.

• SVR showed the maximum accuracy.

Project Title #3: Website to access academic scores

• The goal is to access students’ scorecards for the current and previous semesters by providing the required credentials using PHP, JavaScript, HTML&CSS and SQL as the backend.

SUMMER INTERN

Project Title: Aadhaar based online voting system

• The goal is to cast a vote and cross verify it by providing a unique Aadhaar number using SQL, Java

• Eclipse platform was used in building the application.

RESEARCH PAPER (PUBLICATIONS)

● Build up Cloud Computing Security using ID based Cryptographical Algorithms [International Journal for Advance Research and Development]

Explains an integrated version of a cryptographical algorithm with Cloud for secure data transfer.

SCHOLASTIC ACHIEVEMENTS

● Certified by Cambridge University with Business English Certificate (BEC)

● BITS (Birla Institute of Technology and Science) for a 2 day Data Science Workshop

● BVRIT (BV Raju Institute of Technology) for Python Workshop

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