Managing Infrastructure using Kubernetes
Published:
Understanding how Infrastructure is managed using Kubernetes
Posts by Tags
AWS
How we saved over million dollars by batching SQS messages?
Published:
This blog explains how we batched SQS messages to reduce our costs.
Batch Normalization
What is Internal Covariate Shift?
Published:
This blog explains what is Internal covariate shift and the role of Batch Normalization in reducing it.
CAP Theorem
Understanding CAP theorem
Published:
What is CAP theorem?
CDN
What is Content Delivery Network and working of Live stream?
Published:
What is CDN and How it is used in Live streaming?
Career move
Why am I moving to UK?
Published:
This blog explains my decision to quit Zomato and joining Amazon Cambridge.
How we built a drone to measure AQI
Published:
This blog explains how we built a low-cost drone to create a local AQI map.
ChatGPT
What is Reinforcement Learning with Human Feedback?
Published:
What is Reinforcement Learning with Human Feedback and how it’s used in ChatGPT?
Chunked Encoding
What is Chunked Encoding
Published:
This blog explains what is Chunked Encoding and where we can use it.
Comparision
Rust vs Golang
Published:
This blog compares Rust and Golang.
CoreML
How to convert Pytorch model to CoreML
Published:
In this article, I will discuss how to convert model to a deployable format
Deep Learning
Paper Summary - A Style-Based Generator Architecture for Generative Adversarial Networks
Published:
In this article, I try to explain the architecture of StyleGAN
GPS
How we used GPS pings to improve Map data
Published:
This blog explains how we used GPS pings to improve OpenStreetMap data in Tier-2 cities in India.
Garbage Collection
Garbage Collection in Python
Published:
In this blog we understand how Garbage collection is done in Python
Generative Adversarial Networks
Paper Summary - A Style-Based Generator Architecture for Generative Adversarial Networks
Published:
In this article, I try to explain the architecture of StyleGAN
Understanding AlphaGAN matting
Published:
In this article, we will explore how Generative Adversial Networks can be used for Natural Image Matting.
GoLang
Rust vs Golang
Published:
This blog compares Rust and Golang.
HTTP
What is Chunked Encoding
Published:
This blog explains what is Chunked Encoding and where we can use it.
Image Matting
A Global sampling method for Alpha Matting
Published:
In this article, I will try and Understand how a global sampling method is used for Alpha matting
Infrastructure
Managing Infrastructure using Kubernetes
Published:
Understanding how Infrastructure is managed using Kubernetes
Internal Covariate Shift
What is Internal Covariate Shift?
Published:
This blog explains what is Internal covariate shift and the role of Batch Normalization in reducing it.
Interpretable AI
What is Interpretable AI?
Published:
My understanding to Interpretable AI
Kubernetes
Managing Infrastructure using Kubernetes
Published:
Understanding how Infrastructure is managed using Kubernetes
Language Models
What are Transformers?
Published:
What are Transformers and a use case
Live stream
What is Content Delivery Network and working of Live stream?
Published:
What is CDN and How it is used in Live streaming?
Load Balancer
How do Load balancer work?
Published:
How Do Different Kinds of load balancer work, and How do they route requests?
Machine Learning
What is Interpretable AI?
Published:
My understanding to Interpretable AI
Understanding AlphaGAN matting
Published:
In this article, we will explore how Generative Adversial Networks can be used for Natural Image Matting.
Machine learning
A Global sampling method for Alpha Matting
Published:
In this article, I will try and Understand how a global sampling method is used for Alpha matting
Memory Management
Memory Management in Rust
Published:
How does Memory management work in Rust?
Model Deployment
How to convert Pytorch model to CoreML
Published:
In this article, I will discuss how to convert model to a deployable format
OpenStreet Map
How we used GPS pings to improve Map data
Published:
This blog explains how we used GPS pings to improve OpenStreetMap data in Tier-2 cities in India.
Personal
Why am I doing a diploma in Philosophy?
Published:
Why am I doing a diploma in Philosophy, And how is it going to help my career?
Why am I moving to UK?
Published:
This blog explains my decision to quit Zomato and joining Amazon Cambridge.
How we built a drone to measure AQI
Published:
This blog explains how we built a low-cost drone to create a local AQI map.
Philosophy
Why am I doing a diploma in Philosophy?
Published:
Why am I doing a diploma in Philosophy, And how is it going to help my career?
Programming languages
Rust vs Golang
Published:
This blog compares Rust and Golang.
Protobuf
What is Protobuf?
Published:
What is Protobuf and it’s advantages?
Python
Garbage Collection in Python
Published:
In this blog we understand how Garbage collection is done in Python
Pytorch
How to convert Pytorch model to CoreML
Published:
In this article, I will discuss how to convert model to a deployable format
Redis
Understand Redis
Published:
Understand the working of Redis
Reinforcement Learning
What is Reinforcement Learning with Human Feedback?
Published:
What is Reinforcement Learning with Human Feedback and how it’s used in ChatGPT?
Rust
Memory Management in Rust
Published:
How does Memory management work in Rust?
Rust vs Golang
Published:
This blog compares Rust and Golang.
SQS
How we saved over million dollars by batching SQS messages?
Published:
This blog explains how we batched SQS messages to reduce our costs.
System Design
Understanding CAP theorem
Published:
What is CAP theorem?
How do Load balancer work?
Published:
How Do Different Kinds of load balancer work, and How do they route requests?
Transformers
What are Transformers?
Published:
What are Transformers and a use case
category1
How to try and stabalize GAN training
Published:
In this article, I will provide multiple solutions to some of the issues faced during GAN training.
category2
How to try and stabalize GAN training
Published:
In this article, I will provide multiple solutions to some of the issues faced during GAN training.
cool posts
How to try and stabalize GAN training
Published:
In this article, I will provide multiple solutions to some of the issues faced during GAN training.
ffmpeg
How to compile videos using ffmpeg
Published:
This blog explains how images can be stiched together to compile a video using ffmpeg.
filters
Image Filters
Published:
This blog discusses some popular image filtering techniques.
fundamentals
Stochastic Gradient Descent and it’s variants
Published:
In this article, we’ll cover gradient descent algorithm and its variants: Batch Gradient Descent, Mini-batch Gradient Descent, and Stochastic Gradient Descent.
image processing
Image Filters
Published:
This blog discusses some popular image filtering techniques.
machine learning
Stochastic Gradient Descent and it’s variants
Published:
In this article, we’ll cover gradient descent algorithm and its variants: Batch Gradient Descent, Mini-batch Gradient Descent, and Stochastic Gradient Descent.
optimizer
Stochastic Gradient Descent and it’s variants
Published:
In this article, we’ll cover gradient descent algorithm and its variants: Batch Gradient Descent, Mini-batch Gradient Descent, and Stochastic Gradient Descent.