Page Not Found
Page not found. Your pixels are in another canvas.
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
About
About me
Page not in menu
This is a page not in th emain menu
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
An Empirical Analysis on the Prediction of Web Service Anti-patterns Using Source Code Metrics and Ensemble Techniques
Published in International Conference on Computational Science and Its Applications, 2021
This paper is about the applications of Machine Learning algorithms like ensemble learning for the anti pattern detection.
Download here
Myanmar Economic Monitor by World Bank - Jan 2022
Published in World Bank Group, 2022
The Myanmar Economic Monitor (MEM) is published semiannually and is a product of the World Bank’s Myanmar office
Download here
WWBP-SQT-lite: Difference Embeddings and Multi-level Models for Moments of Change Identification in Mental Health Forums
Published in CLPsych Task at North American Chapter of the ACL (Association for Computational Linguistics) [NAACL], 2022
This paper evaluates two approaches to capturing psychological changes in text: the first relies on computing the difference between the embedding of a message with the one that precedes it, the second relies on a “human-aware” multi-level recurrent transformer (HaRT).
Download here
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 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.
Research Interests
, , 1900
I would love to develop systems that belong in:
- The problem of recommendation amuses me particularly. I am curious to learn more about how companies like Amazon, Netflix, Airbnb store data of millions of customers efficiently and provide instant recommendations. I have been exploring the application of Graph Neural networks to understand the various challenges in the domain.
- Developing scalable computational language models utilizing large-scale user generated text on social media platforms:
- I believe that social media platforms such as Reddit and Twitter, rich ecological sources of human interactions, can offer large volumes of unbiased conversations that can be summarized using NLP. They can help form targeted messaging and mitigation strategies, especially during crises and public health emergencies.
- Expanding on the above, the rife of hate speech and toxicity is of particular concern today. The language models like BERT and GPT2 have been found to frequently favor identity terms, such as “gay” and “black,” that describe a particular group of people. I am currently exploring techniques to mitigate such biases and build fair language models. Additionally, During crisis like COVID 19, the spread of fake news and misinformation have exacerbated the attempts by governments to distribute vaccines to fight the virus.