Scaling Compute Intensive Tasks using Apache Spark
A study evaluating the performance for different compute intensive tasks on Apache Spark, analyzing the scalability and optimal parameter selection.
Posts by Collection
portfolio
Distributed Training using PyTorch
Training a multiclass classifier on MNIST across multiple GCP instances using PyTorch’s DistributedDataParallel module
Implementing Viola Jones Algorithm using Python and Numba
Python and Numba-based open source implementation of Viola Jones Cascade Classifier training procedure
Statistical Exploration of Happiness
A look at impact of Covid-19 on reported happiness scores
Google Foobar Challenge
My solutions to Google’s coding challenge
Logarithmic Binning for Improved Histogram Plots
Enhancing histogram visualization by applying log transformation for better binning
Interactive Machine Learning
Implementing and comparing the different Contextual Bandit Algorithms on MNIST dataset
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.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.