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
LLM Application - Q/A Assistant
Published:
In this blogpost, I created an interactive command line Q&A assistant application that uses an Ollama LLM, vector database to answer user questions through a retriever augmented generation (RAG) approach
Deep Learning in Tensorflow - The Perceptron
Published:
In this blogpost, the fundamental building block (the perceptron) has been discussed to
- Translate the perceptron model to code
- Visualise the number of trainable hyper-parameters when number of layers and input changes
Basic Reinforcement Learning Algorithms
Published:
In this blogpost, SARSA and Q-Learning Reinforcement Learning Algorithms have been used to solve classic OpenAI Gym problems of -
- Balancing a pole on a moving cart
- Driving a car up a mountain.
Autonomous Driving using Computer Vision
Published:
In this blogpost, Convolution Neural Network based Computer Vision algorithms were used to train an autonomous virtual car.
portfolio
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
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
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.