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Blog

Using AI to Read Technical Research Papers

Research Papers

A practical guide to using local or paid LLMs to understand dense technical papers at your own pace.

Learning Claude Code - From Context Engineering to Multi-Agent Workflows

Developer Productivity

This post captures what I learned from the Udemy course “Claude Code Crash Course: Claude Code in a Day”.

Diversity in Recommendations using Personalized DPP (pDPP)

Recommender System

Machine Learning

Part 3 of the diversity series: Why one-size-fits-all diversity doesn’t work, and how to personalize it per user.

Diversity in Recommendations - Determinantal Point Processes (DPP)

Recommender System

Machine Learning

Part 2 of the diversity series: Moving from greedy MMR to principled probabilistic frameworks with DPPs

Diversity in Recommendations - Maximal Marginal Relevance (MMR)

Recommender System

Machine Learning

Beyond Accuracy: Using Maximal Marginal Relevance to create more diverse and engaging recommendations.

Why You Should Write Technical Blogs (and How to Start)

Technical Writing

A guide on why technical blogging is one of the best investments you can make in your career, along with practical tips to get started.

Meta MLE Interview Preparation Guide

ML Interview Guide

A collection of resources while preparing for MLE interviews at Meta or other big tech companies.

privateGPT Walkthrough

A code walkthrough of privateGPT repo on how to build your own offline GPT Q&A system.

Python OOPs fundamentals

An introduction to Object Oriented programming using Python.

Stable diffusion using 🤗 Hugging Face - DiffEdit paper implementation

Stable Diffusion

An implementation of DIFFEDIT: DIFFUSION-BASED SEMANTIC IMAGE EDITING WITH MASK GUIDANCE using 🤗 hugging face diffusers library.

Stable diffusion using 🤗 Hugging Face - Variations of Stable Diffusion

Stable Diffusion

An introduction to negative prompting and image to image stable diffusion pipeline using 🤗 hugging face diffusers library.

Stable diffusion using 🤗 Hugging Face - Putting everything together

Stable Diffusion

An introduction to the diffusion process using 🤗 hugging face diffusers library.

Stable diffusion using 🤗 Hugging Face - Looking under the hood

Stable Diffusion

An introduction into what goes on in the pipe function of 🤗 hugging face diffusers library StableDiffusionPipeline function.

Stable diffusion using 🤗 Hugging Face - Introduction

Stable Diffusion

A brief introduction to start generating images from text prompts using 🤗 hugging face - Diffusers library.

Model calibration for classification tasks using Python

Model Calibration

Machine Learning

A hands-on introduction to model calibration using Python.

Mixing art into the science of model explainability

Machine Learning

Overview on Explainable Boosting Machine and an approach for converting ML explanation to more human-friendly explanation.

Causal inference with Synthetic Control using Python and SparseSC

Causal Inference

Synthetic Control

Understanding Synthetic Control and using Microsoft’s SparceSC package to run synthetic control on larger datasets.

Finding similar images using Deep learning and Locality Sensitive Hashing

Blog Transferred to Medium.com.

Real-time Multi-Facial attribute detection using computer vision and deep learning with FastAI and OpenCV

Blog Transferred to Medium.com.

MultiLayer Perceptron using Fastai and Pytorch

Blog Transferred to Medium.com.

Leaf Disease detection by Tranfer learning using FastAI V1 library

Blog Transferred to Medium.com.

Multi-Layer perceptron using Tensorflow

Machine Learning

Blog Transferred to Medium.com.

Building Neural Network from scratch

Machine Learning

In this notebook, we are going to build a neural network(multilayer perceptron) using numpy and successfully train it to recognize digits in the image. Deep learning is a…

Solving business usecases by recommender system using lightFM

Recommender System

Machine Learning

In this post, I am going to write about Recommender systems, how they are used in many e-commerce websites. The post will also cover about building simple recommender system…

Website launch

Finally got time to build my own website on Github. This is my first post and I would like to thank Academic Pages which provided with a wonderful repository to help me get…