Create a ML Pipeline Using DVC

A model to docker solution that infers dependencies and creates a running docker instance locally

DVC_NLP_USECASE using CI-CD Pipeline

A boilerplate template for DVC(Data Version Control) Project

AIOps Experimental Infrastructure.

An AIOps tool for generating optimized deployment planning reports of distributed analytical pipelines

Cross-platform Python client for the CodeReef.ai portal to manage portable workflows, reusable automation actions, software detection plugins, meta packages and dashboards for crowd-benchmarking:

Documentation, manual and process generation implementention with python and google Gemini

In this repository, we build a DVC pipeline for a simple machine learning algorithm. The pipeline would load the data from a repository, split, train, and evaluate the data

(ancient german = improving, rearranging, rendering benign)

Magic Carpet is an open-source LLM router framework. With Magic Carpet, users can create a customized LLM router to dynamically choose the most cost-effective and performant LLM model — or model + system prompt — based on the query.

In this project, the system in focus is the Air Pressure system (APS) which generates pressurized air that are utilized in various functions in a truck, such as braking and gear changes. The datasets positive class corresponds to component failures for a specific component of the APS system.

A command-line tool that detects, extracts log templates, and structuring logs to in-process database, leveraging template patterns generated by GPT-4.

Template with project structured used in industry

Demo of How Graph helps OpenStack Infra Ops

A Python-based lightweight linux system resource monitoring and visualizing application.

AIOps Workflow implementation for Stack Overflow tag prediction task

Log Parsing with Generalization Ability under New Log Types (ESEC/FSE 2023)

Code for the WSDM 2021 paper "FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection".

Fashion trend analysis server analyzes social media photos with object detection AI