Nishant's Tech Blog
Writings on Engineering, AI, and more.
Hitch-Hiker’s guide to Machine Learning
Guide to getting started with ML
July 11, 2025
The Annotated LLaMA
Complete code breakdown of the LLama Architecture
January 27, 2025
All about PyTorch Tensors
All about pytorch tensors
January 26, 2025
Compressing LLM’s with Low Rank Decomposition
Tricks for Compressing Large Language Models
January 26, 2025
Cross Entropy from Scratch!
Duplicate Pytorch’s implementation of Cross Entropy loss
January 26, 2025
Diving into Jetson Nano
setting up a jetson nano
November 23, 2024
How to write backfills scripts at work
Avoid these 5 mistakes while running backfill scripts
November 20, 2024
AWS Lambda X API Gateway
Host any piece of code in minutes for cheap with AWS Lambda
October 5, 2024
SSH into an EC2 Instance
SSh into an ec2 instance
August 16, 2024
Deploying Models at Scale using TorchServe
Guide to scaling ML model deployment with Torchserve
March 31, 2024
Quantisation Notes
Comprehensive notes on quantisation
March 26, 2024
Work at Sharechat
My Journey and projects as an ML Engineer at Sharechat
February 2, 2024
Mobile-VIT
A review of the Mobile-VIT architecture for lightweight vision transformers
January 13, 2023
A Self-Supervised Descriptor for Image Copy Detection
Detect image duplicates using SSL
June 8, 2022
Channels and Kernels
Building blocks of CNN’s
February 6, 2021
