Vaishnavi Shivkumar
Student, ECE, International Institute of Technology, Hyderabad
Work
Intern - Celebal Tech (Jun 2023 - Jul 2023)
Project 1
Developed a machine learning-based Non-Intrusive Load Monitoring system for energy dis aggregation, using signal processing to identify appliance usage patterns for enhanced energy conservation.
View DetailsProject 2
Implemented early fault detection in sensors using ML models like Random Forest, SVM, and Gradient Boosting, focusing on feature engineering and cross-validation for accurate predictions.
View DetailsUniversity Projects
Echo and Sound Signal Processing
Developed advanced techniques for echo generation, cancellation, and sound classification, using innovative algorithms in MATLAB for practical audio engineering solutions.
View DetailsMachine Learning in Finance
Applied linear algebra and basic machine learning using Python for investment strategy optimization, focusing on Mean-Variance Optimization and financial model evaluation.
View DetailsRobotic Manipulator Control Optimization
Developed advanced control strategies for a 2-link robotic manipulator, utilizing PI, PD, and PID controllers for precise positioning, with simulations conducted in MATLAB Simulink.
View DetailsBerman Codes Visualization
Developed visual aids for "Berman Codes" using Manim in Python to simplify complex concepts and demonstrate their generalization from Reed-Muller Codes.
View DetailsEducation
2022 - Present
Bachelor of Technology in Electronics and Communication Engineering
International Institute of Information Technology, Hyderabad
2015 - 2022
Schooling.
JEE MAINS: 5416, JEE ADV: 5999
Royale Concorde International School, Kalyan Nagar, Bangalore