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DataDaneHQ/README.md

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I build automation that eliminates the manual work organisations have learned to live with.

Analytics & Automation Engineer based in Melbourne, Australia.

At the Essential Services Commission, Victoria's independent economic regulator, I've delivered enterprise grade automation inside a compliance driven, audit heavy environment, including the organisation's first locally-deployed, multi-model AI pipeline, processing thousands of enforcement call recordings with strict privacy maintained throughout.

What that looks like in practice:

  • Thousands of 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. 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

  2. event-intelligence-pipeline event-intelligence-pipeline Public

    AI-powered automation pipeline: recording → transcript → summary → NotebookLM, built on the Claude API.

    Python

  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. pona-kaka pona-kaka Public

    Mixed-methods analysis of the Pona Kakā arthritis intervention for Māori communities — HRCNZ-funded, contracted by Waikare Community Development and Research Trust. Qualitative and quantitative fin…

    1

  5. salifort-motors-attrition-analysis salifort-motors-attrition-analysis Public

    Predictive model identifying employee attrition risk at Salifort Motors — 96.7% AUC-ROC achieved across the full analytics lifecycle from EDA through to XGBoost model deployment and actionable HR r…

    Jupyter Notebook 1

  6. tiktok-claims-classification tiktok-claims-classification Public

    Machine learning model classifying TikTok user reports as claims or opinions to support content moderation — 99.21% recall achieved across the full analytics lifecycle from EDA through to model dep…

    Jupyter Notebook 1