Ronit Bagri

Consulting Analyst (Project-Based) — PTM Consultancy, Auckland
2024 – 2025

• Supported engagements for Auckland Transport (AT) and NZ Transport Agency (NZTA) focused on transport safety and network performance.
• Performed data cleaning, exploratory analysis and reporting on crash and traffic datasets (CAS & site observations) using Excel, Python and R; produced concise, decision‑oriented summaries for supervisors and client stakeholders.
• Conducted site observations & traffic counts (e.g., Osterley Way, Heke Street, Puhiunui Road), documenting risks, peak‑hour patterns and mitigation options.
• Contributed to recommendations for high‑risk intersections and movement controls; aligned findings with stakeholder constraints (budget, timelines, community impact).
• Created analysis templates and checklists to improve repeatability and hand‑offs within the team (naming conventions, version control, timesheet hygiene).

Digital Transformation Case Studies (Academic/Independent) — AUT & self‑initiated
2024 – 2025

• Talabat – Role of Digital Transformation in Performance: Assessed how data platforms and agile delivery reduced cycle times; mapped value drivers to metrics (latency, fulfillment, CSAT).
• AWS‑enabled Operations – Streamlining & Latency Reduction: Analysed cloud architecture patterns for scalability and reliability; outlined a strategy‑to‑execution roadmap with milestones, risks and KPIs.
• Air New Zealand – Digital Initiatives & Customer Experience: Evaluated omnichannel experiences and operational digitisation; proposed capability uplift across people, process and technology.
• Industry 4.0 Research: Synthesised leading frameworks (McKinsey, Deloitte, MDPI) to develop a practical maturity model and capability map for SMEs.