Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Cascade Control
Published:
Nonlinear Cascade Control: From Basic Controllers to Advanced Techniques in Autonomous Systems
Implementing a dqn network for the atari game pong
Published:
Title: Implementing a deep Q-learning algorithm based on the paper “Human-level control through deep reinforcement learning” by David Silver et al.
Brainomaly
Published:
Brainomaly: Unsupervised Neurologic Disease Detection
Utilizing Unannotated T1-weighted Brain MR Images
portfolio
HaN Organs at risk segmentation challenge
In this project I worked on a medical imaging segmentation challenges, the Grand Challenge HaN-Seg. Using advanced tools such as the MONAI Framework, my work revolves around automating the precise delineation of Organs-at-risk (OARs) within the Head and Neck (HaN) region from CT and MR images. These efforts are geared towards enhancing accuracy and scalability in medical image analysis for impactful healthcare applications.
Fraud Detection with Autoencoders
Explore my project delving into the application of autoencoders for credit card fraud detection. I investigate various autoencoder variants—VAEs, sparse autoencoders, normal autoencoders, and denoising autoencoders—leveraging a Kaggle dataset to compare their efficacy in two scenarios: unsupervised learning with only normal transactions and mixed datasets with both normal and anomalous instances. Join me as I unravel the nuances of anomaly detection in financial transactions using advanced deep learning techniques.
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.