IAG
Director
Working with Delivery and Engineering team to support the client with strategic asset management services.
AusNet DFN- Develop Asset Class Strategy Blueprint
Ghazal led the development of the blueprint asset‑class strategy for DFN’s owned and managed assets. This work involved a series of weekly workshops with the asset management team to understand, capture, and formalize their asset management practices and the decision‑making processes related to asset investment and maintenance. As part of the engagement, Ghazal also trained the DFN asset management team on how to develop documentation for various asset classes. She produced the proof‑of‑concept asset‑class document for Power Transformers.
Vida - Recycled First Qualitative Insight
Designed and delivered an AI-assisted analysis that turned more than 90 unstructured planning and close out reports, spanning five state transport delivery agencies, into two consolidated, fully categorised registers of roughly 1,600 decision rationale statements coded against a single 30 category barrier taxonomy. Built the extraction schema, written classification rulebook and validation loop in Claude, reducing an estimated three to four weeks of manual coding to a few days while improving consistency and keeping every row traceable to source. Produced the full reporting suite, including an analyst report, an executive summary, interactive dashboards and a findings presentation, and supported client validation where the categorisations held at review.
Port of Melbourne - Strategic Rail Advisory
IAG was engaged to Develop Rail Strategy for Port of Melbourne. This includes developing asset management plan for Rail assets, revising asset register and GIS system to accommodate strategic asset management requirement.
As part of this engagement, Ghazal developed Rail asset condition assessment guideline for the port rail assets.
Port of Melbourne - Asset Useful life adjustment based on Climate risk
Developed a methodology for Port of Melbourne to assess how climate change risk affects infrastructure asset behaviour and useful life. Built the approach on IPWEA Practice Note 12.1 and the Planned Resilience Model, and extended it to port and maritime asset classes not covered by the Practice Note. Validated indicative useful-life reduction ranges across 21 asset classes against peer-reviewed deterioration literature, classifying every figure as directly supported, derived or expert judgment with an explicit confidence rating so each percentage remains traceable to its evidence. Delivered a multi-sheet scoring workbook covering two SSP emissions scenarios with per-hazard, per-horizon exposure settings, executive-level process diagrams, and facilitation materials for a client workshop.
Port of Melbourne- Asset Infrastructure Risk Assessment Framework
Developed a multi-tiered asset class risk framework for the infrastructure assets across Port of Melbourne. Designed the framework on a probability-by-consequence construct, including a purpose-built six-category consequence scale, a non-linear condition-to-probability conversion with bounded and auditable adjusters, a second probability route for capacity-driven failure, and deferral guardrails covering risk tolerance ceilings, non-linear thresholds and portfolio effects. Produced the concept pack in client template, a scales and matrix workbook, and a practitioner quick guideline, each traced to the client’s own governance documents and carrying a worked example through every tier.