Pravin Shrivastav

Senior Engineering Manager @Sutherland

Bangalore, IN

TM Forum Standards AlignmentInvolved in aligning solution architecture and delivery with TM Forum frameworks including Open Digital Architecture (ODA), Autonomous Networks (AN) maturity model, and TMF Open APIs.• Process & Architecture CollaborationSupported cross-functional initiatives by mapping internal workflows and architecture components to TMF SID, eTOM, and AN level readiness models.• Contribution to TM Forum Use CasesParticipated in collaborative discussions and internal workshops for self-healing, closed-loop automation, and digital twin enablement, contributing to the development of TM Forum-aligned use cases.• AI & Automation Alignment with TMFWorked on initiatives integrating AI/ML concepts for use cases such as anomaly detection, auto-documentation, and network configuration, using TM Forum\'s AI Closed-Loop guidelines and AN level framework as references• Designed AI-assisted diagnostic trees and guided resolution workflows for faster triaging and resolution across complex network environments