01 — Background
University of Findlay · Findlay, Ohio
Capstone
A Data-Driven Analysis of Team Effort and Project Effectiveness in Student Software Development Teams
Applied machine learning models (Random Forest, XGBoost, SVM, MLP) on dynamic malware features — file operations, registry activity, network connections, mutexes, and services — achieving high accuracy and F1-scores with automated evaluation, visualization, and feature importance analysis.
St. Joseph's Degree & PG College · Hyderabad, Telangana, India
Grade 8 Communication Skills
Trinity College London · 2022
Grade 8 Piano Certification
Trinity College London · 2021