About me
Hi! I am a research scholar at the Computational and Data Sciences Department in the Indian Institute of Science, Bangalore. My current project involves detecting changes in a time series and take action based on that, this problem can be classified as a change point detection problem or pattern recognition problem in time series.
I have an academic background in mathematics, I completed my MSc in mathematics from the Indian Institute of Technology, Kanpur. I have a keen interest in pure mathematics and want to develop a topological feature-based CPD method.
TDA (Topological Data Analysis) is a valuable tool that is becoming increasingly popular with time. Features extracted from data using TDA can be used for effective statistical learning about the data.
WORK EXPERIENCE
Teaching
Guest Lecturer-2018
At BIET (Bundelkhand Institute of Engineering and Technology, Jhansi) in Engineering Mathematics department.
Project
2018
I worked on a project on Knot theory and it's applications, specifically Braids Representation of exchange of identical particles in two dimensions with Prof. P. Ramadevi, Physics, IIT Bombay
2017-2018
I did a project on computable numbers under Prof. Satyadev Nandakumar , CSA, IIT Kanpur. The Project was on finding behavior of Darboux Functions in Computability Theory and to find out functions that are not Markov Computable.
EDUCATION
Indian Institute of Science, Bangalore, India
2019 - current
Ph.D. in Computational and Data Sciences
Indian Institute of Technology Kanpur, India
2015 - 2017
Master of Science in Mathematics
2012 - 2015
Bachelor of Science, major in Mathematics & Physics
Link to my project page: https://amrajak.github.io/webpage/
Link to my ds200 Assignment: https://github.com/amrajak/ds200