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
Blog posts
2025
2024
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
2020
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.