Ashish Kumar Singh
AshishKumar4
A lover of all things science. A DIY enthusiast. MS in Machine Learning student at UMD | ETI, Cloudflare
Languages
Top Repositories
A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.
(Inactive, Was a 15 year old child's attempt at making an OS) This is a hobby OS made completely from scratch, We aim to make a complete OS for Learning purpose
Just a simple demo app for voice-to-voice assistants using cloudflare agents-sdk and cloudflare workers
(Stale) Avana OS (Kernel only right now) is a rewrite of the Aqeous OS, still bad i know
A Multi-agent LLM orchestration framework
A System to allow integration of unsupported Radio Controllers with Microsoft AirSim Simulator for Unreal Engine 4 without any coding required, as well as provide general APIs for handling Real Drones.
Repositories
65A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.
[Fully built and maintained by my AI agent platform Seal]
Open source simulator for autonomous robotics built on Unreal Engine with support for Unity
Just a simple demo app for voice-to-voice assistants using cloudflare agents-sdk and cloudflare workers
(Inactive, Was a 15 year old child's attempt at making an OS) This is a hobby OS made completely from scratch, We aim to make a complete OS for Learning purpose
An automated distributed experimentation platform, to enable multiple experiments to be scheduled across multiple servers with multiple resources (TPUs/GPUs) with centralised control and web dashboard to track progress and guarantee experiment completion.
Learning to fly FPV but in dreams!
CLI for Cloudflare Vibesdk
A fork of isomorphic git ported to work with cloudflare workers
My personal website https://ashishkumarsingh.com built by vibesdk
A set of tools and resources to make life easier when working with Cloud TPUs
A Multi-agent LLM orchestration framework
MSML641 Assignment 3 - Sentiment analysis using RNN
A place to test out stuff with sandbox sdk before integrating them to my final project
Assignment 2 submission for MSML641 Natural Language processing course
(Stale) Avana OS (Kernel only right now) is a rewrite of the Aqeous OS, still bad i know
EagleEye AI Engine to create a smart device for facial recognition, automated attendence etc.
AI Powered web crawler
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
A high-throughput data preprocessing pipeline framework for building scalable and efficient data workflows in a simple and modular way.
An attempt at writing a simple Python-like interpreted programing language. Everything from scratch, No Regex.
Trying to create an RNN Agent for Reinforcement Learning Purposes, From scratch in C++, Modeled on Real Animal Neural Networks.
A framework for building smart agents by simply chaining them together
A System to allow integration of unsupported Radio Controllers with Microsoft AirSim Simulator for Unreal Engine 4 without any coding required, as well as provide general APIs for handling Real Drones.
Yet another attempt at building something intelligent
An Attempt to an Open Source and extremely cheap, AC and PC mode Ventilator. Work in progress
A simple neural network library written over jax for educational purposes
Spiky Neural Networks in Jax
Just some notebooks I wrote to research some fun stuff in hobby time
Just some implementations of my understanding of Generative models