Welcome to My Academic Portfolio

I find joy and comfort in teaching students. I've taught in the fields of Mathematics, Computer Science and Engineering. I continuously strive to learn practical things that can help students and currently started a company that develops mobile and web applications.

Dr. Immanuelle Manohar

Current Research Interests

Factor Analysis

Factor Analysis & Statistical Methods

Research into perturbation properties of factor analysis, PCA, ICA, and related statistical analysis techniques for better algorithms and approaches.

QR Decomposition

Matrix QR Decomposition

Exploring the power and elegance of QR decomposition as a faster alternative to SVD with orders of magnitude less complexity.

Image Retrieval

Image Retrieval & ML

Feature extraction from images using SIFT, analyzing redundancy through NMF and ICA for improved image recognition systems.

Big Data Transmission

Big Data Transmission

Developing queuing models for optimal data transfer over multiple hops in high-throughput wireless networks with massive data capabilities.