Continuous Integration Pipeline for Automated AI and ML Model Deployment

PinsoutDevops & Mlops / Cloud Computing / Ai Infrastructure Engineering
LocationRemote
#HiringActivily
#TopOpportunity

Project Objectives:

This project focuses on building a CI/CD pipeline that automates integration, testing, and deployment of AI/ML models into production environments efficiently and reliably.

Project Tasks:

Study ML model deployment lifecycle Design CI/CD pipeline for ML workflow Automate model packaging process Integrate automated model validation Configure testing using sample datasets Automate deployment to cloud environment Monitor model performance metrics Implement rollback for inaccurate predictions Track model version control Compare manual vs automated ML deployment Document system design and evaluation

Educational Qualifications

B.TechB.EBCAMCA

Required Skills

Automation ScriptingCloud Infrastructure ManagementDevops PracticesContinuous Integration/Continuous Deployment (Ci/Cd)Machine Learning Model Deployment