Sushovan Majhi
PhD Candidate, Tulane University

I am a math PhD student at Tulane University, USA. I am also a freelance software developer. I enjoy solving online coding challenges. In my spare time, I read books and play classical guitar. Here is my RÉSUMÉ.



RESEARCH

Research Interests:
  – Topological Data Analysis
  – Computational Topology
  – Applied Algebraic Topology
  – Big Data Analysis
  – Computational Geometry

My research primarily revolves around the interface of mathematics and computer science. More specifically, my research is motivated by theoretical problems arising in topological data analysis (TDA), computational and applied algebraic topology, and computational geometry. I am also interested to solve real-life problems using tools from algebraic topology and geometry. My research interest also extends to applying TDA to other fields of science and developing computational libraries and software.

Download my ACADEMIC CV and RESEARCH STATEMENT here.

For my PhD thesis, I am working under the supervision of Prof. Carola Wenk at Tulane University and Brittany Terese Fasy at Montana State University.

The following is a list of my research groups/topics that I am currently involved in.

Approximating Gromov-Hausdorff Distance
Graph Reconstruction via Discrete Morse Theory
Shape Reconstruction


PUBLICATIONS

List of my publications:

2019

majhi2019approximating

2018

fasy2018reconstruction

fw18

2017

fw17



TEACHING

Download my TEACHING STATEMENT here.
List of some of the courses I taught:

Statistics for Business
Tulane University | 2019

The course covered sampling methods, probability theory, random variables, sampling distribution, confidence intervals, hypothesis testing, and linear regression.



TALKS, PRESENTATIONS

I had been a big fan of Beamer for quite some time. Who wouldn't be when it comes to presenting slides full of math symbols? Although the math looked fancy and the audience was happy, the $\LaTeX$-based framework had also disappointed me quite often. I found the framework too restrictive to customize; my slides looked exactly like others'!

Features, that were lacking in Beamer during the time I broke up with it, were shining in RevealJS. Since then, I have been using it, customizing it, and relishing it.

List of my talks and presentations:

Shape Comparison and Gromov-Hausdorff Distance
January 21, 2020 | Tulane University

The Gromov-Hausdorff distance between any two metric spaces was first introduced by M. Gromov in the context of Riemannian manifolds. This distance measure has recently received an increasing attention from researchers in the field of topological data analysis. In applications, shapes are modeled as abstract metric spaces, and the Gromov-Hausdorff distance has been shown to provide a robust and natural framework for shape comparison. In this talk, we will introduce the notion and address the difficulties in computing the distance between two Euclidean point-clouds. In the light of our recent findings, we will also describe an O(n log n)-time approximation algorithm for Gromov-Hausdorff distance on the real line with an approximation factor of $5/4$.

LINK
Shape Reconstruction
August 08, 2019 | Tulane University

Most of the modern technologies at our service rely on 'shapes' in some way or other. Be it the Google Maps showing you the fastest route to your destination eluding a crash or the 3D printer on your desk creating an exact replica of a relic; shapes are being repeatedly sampled, reconstructed, and compared by intelligent machines. With the advent of modern sampling technologies, shape reconstruction and comparison techniques have matured profoundly over the last decade.

LINK
Computational Complexity
April 16, 2016 | Graduate Colloquium, Tulane University

PDF
The Mathematical Mechanic
September 08, 2015 | Graduate Colloquium, Tulane University

PDF
Music, Machine, and Mathematics
March 24, 2015 | Tulane University

PDF


Software Projects

I am a coding hobbyist. I enjoy solving online coding challenges. Although Java is my favorite programming language, I also code in JavaScript, Ruby. I develop softwares both for academia and industry. Some of them are listed here.

Avimukh.com

Avimukh is a Bengali website for poets, writers, and bloggers. I designed its backend in Ruby on Rails framework. The web-app is hosted on Heroku.

Skills: Ruby on Rails, Ruby, SQL, JavaScript, HTML.

shapeReconstruction
|

To complement my research, I implemented my topological reconstruction algorithm for planar metric graphs in this library. The library is written in JavaScript and made available to users as a web-app.

Skills: JavaScript, HTML, CSS.

2020 Sushovan Majhi