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Dr. Farrukh Akhtar
All projects
BHPMining2025Australia

Agentic AI automation for hire-to-retire HR processes

Designed and delivered an Agentic AI automation framework in ServiceNow to streamline end-to-end HR request processing.

Role: AI Architect

manual steps eliminated
17
manual steps eliminated
HR workload removed
40 FTE
HR workload removed

The approach

Designed and delivered an Agentic AI automation framework in ServiceNow to streamline end-to-end HR request processing. Used BYOM LLMs for conversational Q&A and document intelligence, enabling the Virtual Assistant to autonomously handle validations, approvals, and user interactions. Integrated with SAP and SuccessFactors for real-time eligibility checks, data extraction, and writebacks. The solution eliminated 17 manual steps, reduced HR workload by 40 FTEs, and is extendable across other H2R and D2P functions—such as rewards, leave management, enquiry handling, purchase requisitions, supplier onboarding, and invoice validation.

  • Aware SuperSuperannuation2026

    AI response evaluation framework for multi-agent RAG

    Designed an evaluation framework to systematically measure the accuracy, relevance, groundedness, and safety of AI responses generated by Aware Super's multi-agent RAG system over Azure AI Search, benchmarked against a curated golden dataset.

    quality gates evaluated: routing, retrieval, response
    3
    quality gates evaluated: routing, retrieval, response
    Azure FoundryMicrosoft Agentic FrameworkMicrosoft Evaluation
  • NSW Government (DCCEEW)Government2026

    Secure, governed Google Cloud AI sandbox

    Built a governed, security-hardened Google Cloud environment for AI/Vertex AI PoCs, fully as Terraform IaC — Shared VPC with default-deny egress + per-PoC isolation, least-privilege IAM (service-account impersonation), org-policy guardrails, IAP bastion, audit logging and cost budgets, with a reusable project factory to onboard new teams in minutes under security guardrails by default.

    to onboard a new team, guardrails by default
    Minutes
    to onboard a new team, guardrails by default
    TerraformGCP Vertex AIGCP Shared VPCGCP Cloud NATGCP IAM