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
Posts
Bayesian Learning - All of Machine Learning
Published:
If you want to know the basics of machine learning, this short read will clear most of the Why questions of machine learning.
LSTM model trained on wikitext-2 (pytorch)
Published:
LSTMs are widely used architecture in NLP. In this blog i am trying to explain, what is architecture, how i trained model and what are the results. This model predicts most probable next word in a sentence.
VGG Network on cifar-100
Published:
The basic model which is used everywhere and have many usecases in computer vision. Happy Reading 🙂
Applying CNN on cifar10
Published:
This is a starting of Deep learning and machine learning. Mainly talking basic model of CNN and results. Happy Experimenting 🙂
Univeral Approximation Theorem
Published:
This is a starting of Deep learning and machine learning. Mainly talking about Universal approximation theorem. Happy Reading 🙂
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
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
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). http://academicpages.github.io/files/paper3.pdf
talks
Test and Compare Different Serverless Platforms
Published:
- Tested Google Cloud and AWS Lambda over various factors by using well defined benchmarks.
- Identified the main problems such as cold start, execution latency, tail latency, CPU overheads, I/O operations, reduced performance, which these serverless platforms face
- Testing, JMeter, AWS distributed testing framework, Google Cloud, AWS Lambda, Abstract thinking.
- Report Link
Placement Management System
Published:
- Designed database and website to perform student and company registration, selection process, etc.
- Collaborated in team of 10 members. Designed database design using data models. Implemented and tested all the features. Transformed tables to normal forms to achieve highest efficiency.
- Python, MySQL, flask.
- GitHub Repo
Bitcoin Network Analysis
Published:
- Using concepts of data science labeled bitcoin network (publicly available ledger) address with different labels (crime activity, exchange, service providers, or miner).
- Model gives correct answers 85 out of 100 queries.
- Python, Data Science, SQL, APIs, feature engineering, Ambiguous problem solving.
- GitHub Repo
Development of Modern Compliler
Published:
- Lead the team of 5 members to develop compiler using python. Modularized code to achieve re- usability and parallel work.
- Any Euler problem can be implemented using designed language. Used compiler in one of the class contests and solved 18 questions out of 20.
- Python, Software Development, object-oriented programming, team work, Git, GitHub.
- GitHub Repo
teaching
Teaching experience 2
Maths 2 - differential equations and probability theory, University 1, Department, 2015
Helped student as an ADH mentor of Maths 2 course. Organized sessions and cleared students doubts. Explained concepts in depth to improve student’s skills in this course. Tried to untederstand their difficulty and prepared sessions based on feedback.
Teaching experience 1
Data Strucutures and Algorithms, IIT Gandhinagar, 2022
Helped student as an ADH mentor of Data Strucutres and Algorithms Course. Organized sessions and cleared students doubts. Explained basic concepts of the course and prepared questions which can help them to understand course better.