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Aishwarya Prabhat's Projects

advanced-rag icon advanced-rag

Performing, evaluating and tracking advanced Retrieval Augmented Generation methods ft. AzureML & LlamaIndex

bigbertha icon bigbertha

BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubernetes cluster using open source container-native technologies 🌟

bike_sharing_demand_prediction icon bike_sharing_demand_prediction

Project prepared for Aish's NUS guest lecture 'Machine Learning in the Real World' for Masters students in IE5105 Modeling for Supply Chain Systems course

docker_and_kubernetes_essentials icon docker_and_kubernetes_essentials

This repository is a work-in-progress that will hold onto tutorials, cheatsheets, tips and best practices related to Docker and Kubernetes (and a bit of Travis CI and AWS).

flask icon flask

All things related to flask - tutorials, cheatsheets etc

goku icon goku

GenAIOps on Kubernetes: A collection of reference architectures for running GenAI at scale on Kubernetes using OSS tooling

jenkins icon jenkins

Tutorial and cheatsheet for Jenkins

kewpyp icon kewpyp

A web app to tell you which important concepts to study for exams based on past year papers

machine_learning_essentials icon machine_learning_essentials

A repository that will contain notes, sample code and cheatsheets related to machine learning. The repository is a work in progress.

mern-full-stack icon mern-full-stack

Full stack development project using MERN Stack (MongoDB, Express, React, Node)

mlflow icon mlflow

Cheatsheet and examples for MLflow

rat-sql icon rat-sql

A relation-aware semantic parsing model from English to SQL

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