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Slaymish/README.md

Hi, I'm Hamish 👋

I'm a Computer Science MComp student and software developer based in Wellington.
I build things across machine learning, systems, and tools that make sense: clean, intentional engineering with a focus on clarity and robustness.

What I’m working on

  • MComp Research: Diffusion-based anomaly detection for electromagnetic signals
  • Tools & Systems: Python, Go, ML pipelines, server-side automation
  • Creative Tech: Blender simulations, physics tools, and visual systems
  • Tech + Philosophy: Interested in how people build tools and identities

Tech I use

  • Languages: Python, Go, JavaScript/TypeScript, Bash
  • ML / Data: PyTorch, NumPy, pandas, scikit-learn
  • Systems / DevOps: Linux, Docker, cron jobs, Raspberry Pi, APIs
  • Creative: Blender, Python scripting, simulation pipelines

Selected Projects

  • MComp Diffusion Models: End-to-end 1D diffusion pipeline for anomaly detection
  • AndoSim: Blender physics tools + simulation experiments
  • Personal Health Dashboard: Go backend + PostgreSQL + HTMX for tracking metrics
  • Finance Sync System: Pi-based automation pulling bank transactions → Google Sheets

What I value

  • Clear thinking
  • Clean engineering
  • Tools that work
  • Alignment between intention and output

If you want to talk about ML, systems, simulation, or philosophical perspectives on tech, feel free to reach out.

Hamish's Top Languages

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  1. AndoSim AndoSim Public

    Blender add-on implementing "A Cubic Barrier with Elasticity-Inclusive Dynamic Stiffness" for cloth/shell physics simulation.

    C++ 12 1

  2. malware-classifier-backdoors malware-classifier-backdoors Public

    Forked from elastic/ember

    Implementation of backdoor attacks and defenses in malware classification using machine learning models.

    Python 1

  3. ArticulateAI ArticulateAI Public

    Listen, transcribe, reply - Voice Assistant using OpenAI & ElevenLabs API's

    Python 14 1

  4. Spotify-Demographics-Analyzer Spotify-Demographics-Analyzer Public

    Visualize artist demographics in Spotify playlists using APIs from Spotify, Wikipedia, and OpenAI.

    Python

  5. pyspark-wildfire-prediction pyspark-wildfire-prediction Public

    Predicting US wildfire size classes using PySpark and MLlib. This project includes a full data pipeline for preprocessing, feature engineering, and running comparative ML experiments (PCA, feature …

    Python

  6. akahu-sheets-sync akahu-sheets-sync Public

    Python service that syncs BNZ transactions via Akahu API to Google Sheets with automatic categorization, deduplication, and balance reconciliation.

    Python