ZEEL TANNA

PROJECTS:

Exam Database Management System:

A menu-driven program built on the basis of C language concepts such as structures and arrays. Performs tasks like:

• Add/Delete the Details of the Students
• Attendance Monitoring of the students
• Set/Edit Eligibility criteria for exams
• Check Eligible Students for Exams
• Print all the records of the students

• Car Price Prediction System:

The project focuses on working of three different kind regression algorithms which are used to predict price of a used car. Tasks performed are:

• Data Cleaning and Pre-processing of multiple features for easy manipulation of data and to make it readable for our model.
• Performed Feature Encoding Techniques on categorical data and Plot graphs to find new relationships in data using visualization.
• Used Outlier Detection techniques using Distribution plot and Performed Feature Selection on Independent data.
• Applied Linear Regression, K-Nearest Neighbor on training data which resulted in Decision Tree having the highest accuracy.

ONGOING PROJECT:

• Speech Emotion Recognition (Sound Classification):

Speech Emotion Recognition (SER) is one of the most challenging tasks in the speech signal analysis domain. It is a research area problem that infers emotion from speech signals. The overall system procures insights into human expression of emotions through voice.