Generating blogs using AI - Fast API
Crafted endpoints for blog generation using Python’s Fast API framework, in which the Gemini Flash model is used with Lang chain’s pipelines to generate SEO friendly blog post’s according to users input topic.
Posts by Collection
portfolio
Detecting comment toxicity : Using NN
Developed a neural network model to classify and detect toxic comments.
Building GPT architecture from scratch
A project focused on constructing a Generative Pre-trained Transformer (GPT) model from the ground level.
Extender: Image outpainting using stable diffusion
Project for image outpainting that extends images beyond their original borders using Stable Diffusion.
Machine learning projects
Project repo containing foundational machine learning projects designed to help beginners understand core concepts.
LLm Finetune - Task: Roleplay
Aimed at helping people who feel alone, this project fine-tunes a Large Language Model (LLM) to simulate engaging roleplay conversations.
Text to PPT Builder
Developed a tool that converts text input into well-structured PowerPoint presentations. The project automates slide creation, making content organization neatly & efficient.
publications
Notes- Complete GPT Architecture
Published in Linked In, 2024
Published notes on Building GPT from Scratch: A proper guide covering the core concepts of developing a Generative Pre-trained Transformer model from the basics.
talks
Mixture of Experts - Simplified
Published:
The size of a model plays a big role in improving its quality. If you have a set amount of computing power, it’s better to train a bigger model for a shorter time than a smaller model for a longer time.
AI Bias - Simplified
Published:
Artificial Intelligence (AI) is changing the way we live and work. But sometimes, instead of being fair, AI systems can cause inequality. This issue, called AI bias, impacts areas like education, healthcare, hiring, and justice. Let’s understand what AI bias is, why it happens, and how it can affect things like gender bias in hiring.
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.