Welcome to Earlham CS Senior Capstone Experience.

A portfolio tracker that keep tracks of investments in stocks in a particular market. Keeping in mind the time limitation, it would be better to focus on small markets for this project. The web-based application will provide different portfolios to … Read More

The project is about creating a software that can determine an optimal value for a company by looking at their balance sheets records in the past to predict future cash flows. Financial analysis methods such as DCF, DDM and FCE … Read More

Cube Dash – A super simple Unity game Download Link

ABSTRACT As for today, augmented reality technologies are shifting towards small devices with a focus on user interaction. As more techniques in rendering AR objects are developed, more computing powers are needed to keep up. Mobile AR technology has all … Read More

My senior project was about specifying an application layer protocol for IoT devices. The implementation can be found here Paper: PDF And the following is a software architecture diagram for a Python implementation.

Abstract  For decades people have tried to predict the stock markets. Some have used historical price trends to predict future changes, while others rely on their gut feeling to make predictions. The prices of stocks reflect the overall confidence the … Read More

ABSTRACT There has been a lot of attempts in building predictive models that can correctly predict the stock price. However, most of these models only focus on different in-market factors such as the prices of other similar stocks. This paper … Read More

Senior Capstone: Bringing Innovative Load Balancing to NGINX Abstract Load balancing remains an important area of study in computer science largely due to the increasing demand on data centers and webservers. However, it is rare to see improvements in load … Read More

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My full survey paper can be found using the following link. Please keep in mind that there has been some changes to it since CS388 ended. The changes would be reflected in the actual paper. Survey Paper

Capstone_Project_Proposal_Nirdesh SurveryPaper_SeniorCapstone_Final_Nirdesh My Senior Project will be based on improving the accuracy of machine learning algorithms by using various statistical methods to correctly pre-process a dataset and then feed it into a machine learning algorithm. The software part of my … Read More

Steadily working on the prose of the survey paper. Got the feedback from Charlie and incorporating those. No major changes yet. Reading some of the failed cases of p2p/mesh mobile/wireless implementation to understand and find problems with appropriate scope.

I’m looking into different implementation of peer to peer technologies and trying to understand what and where they lack in comparison to traditional implementation. Reading about firebase API as well, which powers app like firechat.

4/12 Continuing Work. Going to finish explaining current sources before I add new ones. 4/5 Finishing prose in first draft, but the outline is done. Most of the work is gonna be in the area of explaining each of the … Read More

Topic 1 : Data Mining Analysis and Prediction  Week 1: March 12- 18 Went into more detail on the annotated bibliographies, organized the order in which would will help my paper and best fit the flow of ideas. Week 2: … Read More

Week 1 (3/29): I have found a reasonable amount of papers to read. I have refined the topic. The previous topic was about analyzing and find the relationship between weather pattern and oil stock price. I have decided to broaden … Read More