amit-chaubey/mkdocs-material
Documentation that simply works
MSc AI | AWS SAA | CKA
Repositories
amit-chaubey/qnabot-on-aws
AWS QnABot is a multi-channel, multi-language conversational interface (chatbot) that responds to your customer's questions, answers, and feedback. The solution allows you to deploy a fully functional chatbot across multiple channels including chat, voice, SMS and Amazon Alexa.
amit-chaubey/guidellm-vllm
Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
amit-chaubey/gpt-from-scratch
GPT-style LLM built from scratch in PyTorch , multi-head attention, GQA, RoPE, RMSNorm, training loop with warmup + cosine decay. A simple, readable transformer implementation for learning how LLMs work.
amit-chaubey/kagenti
Main Kagenti repo - installer, UI and docs
amit-chaubey/website-kagent
kagent and kMCP website and documentation | Join Discord: https://bit.ly/kagentdiscord
amit-chaubey/kagent-OCP
Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord
amit-chaubey/production-stack-vllm
vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization
amit-chaubey/contributor-site
Code for kubernetes.dev
amit-chaubey/aws-load-balancer-controller
A Kubernetes controller for Elastic Load Balancers
amit-chaubey/linux
Linux kernel source tree
amit-chaubey/aws-ai-intelligent-document-processing
Intelligent Document Processing with AWS AI Services and generative AI
amit-chaubey/finetune-merged-lora-model-peft
A collection of Jupyter notebooks for fine-tuning small language models using LoRA and 4-bit quantization across multiple architectures (Phi, Gemma, DialoGPT, DeepSeek, SmolLM).
amit-chaubey/kindctl
A fast CLI to spin up local Kubernetes clusters using Kind and Docker.
amit-chaubey/mlops-docker-k8s-fastapi
A cloud-native iris ML inference service built with FastAPI, containerized using Docker, locally tested on Kubernetes (Minikube), and designed for scalable AWS deployment.
amit-chaubey/mlops-housing-price-pipeline
MLOps pipeline for housing price prediction with training, serving, and deployment.
amit-chaubey/sample-aws-devops-agent-acp-mcp
agentic devops
amit-chaubey/kubernetes-the-hard-way
Bootstrap Kubernetes the hard way. No scripts.
amit-chaubey/docs-langchain
🦜🔗 Docs for LangChain projects
amit-chaubey/devops-test99
amit-chaubey/CKA-Certified-Kubernetes-Administrator
CKA Certification Exam Guide 2026 — study notes, practice questions, kubectl cheat sheet, exam tips, and full Kubernetes v1.35 syllabus breakdown. Covers etcd backup, RBAC, kubeadm, Gateway API, NetworkPolicy, troubleshooting, and killer.sh prep. Scored 89%.
amit-chaubey/predictions
amit-chaubey/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
amit-chaubey/scikit-learn
scikit-learn: machine learning in Python
amit-chaubey/pytorch-examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
amit-chaubey/tutorials-pytorch
PyTorch tutorials.
amit-chaubey/reasoning-from-scratch
Implement a reasoning LLM in PyTorch from scratch, step by step
amit-chaubey/prometheus
The Prometheus monitoring system and time series database.
amit-chaubey/tensorflow
An Open Source Machine Learning Framework for Everyone
amit-chaubey/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step