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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
How to Make a Sketchpad for ML Projects in Gradio?
Published:
Interactive tools are invaluable in machine learning (ML) projects, especially when demonstrating model capabilities and gathering feedback. A sketchpad is an excellent example of such a tool, allowing users to draw and interact with models in real time. Gradio, an open-source library for building user interfaces for machine learning models, simplifies the creation of such tools.
Fundamentals of LLMs
Published:
Large Language Models like GPT-4 may feel intelligent—but how do they actually “think”? Spoiler: it’s not magic. It’s math, probabilities, and some clever mechanisms under the hood.
portfolio
SpeechFlowguard
Published:
Developed a FastAPI web API for real-time toxic language detection in user comments. Implements multi-label classification (toxic, severe_toxic, obscene, threat, insult, identity_hate) using TF-IDF and Logistic Regression. Features a modular, Dockerized architecture for easy deployment.
ChatBot with RAG on PDF
Published:
Takes one or more PDFs as input and then users can ask questions and it will answer based on those provided documents.
CyberGuard
Published:
A fine-tuned BERT model that categorizes cybercrime complaints based on the victim, type of fraud, and other relevant parameters.
Handwritten Bengali Vowel Recognition Web App
Published:
It detects 11 Bengali vowels taking handwritten figures through live sketchpad as input and predicts accordingly.
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).
Download Paper | Download Slides | Download Bibtex
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).
Download Paper | Download Slides
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).
Download Paper | Download Slides
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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Paper Title Number 5, with math \(E=mc^2\)
Published in GitHub Journal of Bugs, 2024
This paper is about a famous math equation, \(E=mc^2\)
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file 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.