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DataDaneHQ/README.md

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I walk into broken, expensive, manual processes and automate them out of existence.

Analytics & Automation Engineer based in Melbourne, Australia.

I've delivered enterprise-grade automation inside one of Victoria's most regulated government environments — including the organisation's first locally-deployed, multi-model AI pipeline, processing ~3,500 enforcement call recordings with strict privacy maintained throughout.

What that looks like in practice:

  • ~3,500 call recordings transcribed at scale — speaker-labelled, privacy-preserving, fully offline, zero manual intervention
  • Annual retailer reporting cycle — weeks of manual effort automated to a 10-minute rerun
  • 12-day regulatory validation workflow reduced to 3 days

Toolkit: R · Python · SQL · Tableau · Azure · WhisperX · Shiny · SharePoint automation · AI pipelines

📂 View my full portfolio →
🔗 Connect on LinkedIn →


One action. Expanding impact.

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  1. portfolio-summary portfolio-summary Public

    This portfolio summary showcases my expertise in data analytics, offering a concise overview of each project. It highlights the objectives, tools utilized, key outcomes, and skills demonstrated, al…

    1

  2. whisperx-transcription-pipeline whisperx-transcription-pipeline Public

    Locally-deployed AI transcription pipeline — R + Python bridge, WhisperX, Faster-Whisper, and Pyannote speaker diarisation. Processes audio files at scale, privacy-preserving by design. No audio ev…

    R 1

  3. rstudio-guide rstudio-guide Public

    A beginner-friendly guide to setting up GitHub repositories and connecting them to RStudio, including Markdown references, R Markdown templates, and common troubleshooting fixes.

    HTML 1

  4. Salifort_Motors_Attrition_Analysis Salifort_Motors_Attrition_Analysis Public

    This project analyzes employee attrition at Salifort Motors using machine learning and data analytics to identify key turnover drivers. The analysis spans data cleaning, exploratory data analysis (…

    Jupyter Notebook 1

  5. pona-kaka pona-kaka Public

    This project focuses on analyzing qualitative and quantitative data from the Pona Kakā initiative, using Python and Excel to identify key insights and trends that support a culturally relevant inte…

    1

  6. Google-Fiber-Customer-Service-Dashboard Google-Fiber-Customer-Service-Dashboard Public

    Built a Google Fiber customer service BI dashboard analysing repeat caller trends. Course project demonstrating end-to-end BI process: stakeholder requirements, data preparation and dashboard desig…

    1