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About

Welcome, I am Matthew Winter, a Principal Architect at Google Cloud. Originally from the United Kingdom, before migrating to Melbourne, Australia which has now been my home for 15+ years.

I am a seasoned technical professional with 23+ years of data, analytics and cloud experience from various past and current roles including Engineering, Sales Engineering, Solution Architecture and Consultancy. I am known for my passion and drive to succeed, along with an unending energy and work ethic.

In an attempt to push myself to share my experiences and learnings publicly, I have been creating these GitHub repositories. Initially focused on the technology I am exploring both in my personal quests as well as working with customers to help deliver transformative and innovative solutions using Google Cloud. I hope that you find them useful.

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Matthew Winter's Projects

bq2csv icon bq2csv

A command line application designed to provide a simple method to execute a BigQuery SQL script from "stdin", outputting all results to "stdout" in CSV format. A detailed log is output to the console "stderr" providing you with the available execution statistics.

bqe-dataform icon bqe-dataform

A Dataform project which aggregates BigQuery system metadata for the purpose of analysing the slot usage and storage within an organization by project.

bqrunner icon bqrunner

A command line application designed to provide a simple method to execute one or more SQL queries against a given dataset in BigQuery. A detailed log is output to the console providing you with the available execution statistics.

bqwrite-test icon bqwrite-test

A command line application designed to provide a method to test the BigQuery Streaming API or BigQuery Storage Write API, allowing you to get a view of the potential throughput available via a given host.

fashion-dataform icon fashion-dataform

An example Dataform project to load and transform the publicly available dataset from H&M Group into a format which could be imported into Discovery AI for Retail or Vertex AI Search and Conversation, , allowing you to train a retail recommendations model.

fzm icon fzm

🚀 A fast and simple Zig version manager, built in Zig

g icon g

Simple go version manager, gluten-free

get-linked-data icon get-linked-data

A command line application designed to crawl a given set of URLs and scrape the JSON Linked Data (JSON-LD) contained within the webpage before writing the data entries out to a CSV file.

get-media-recommendations icon get-media-recommendations

A command line application designed to provide a simple method to request recommendations from a Google Cloud Discovery Engine API model for the parameters contained within the input file.

get-retail-predictions icon get-retail-predictions

A command line application designed to provide a simple method of requesting predictions from a Google Cloud Retail API model for all sets of parameters contained within the input file.

get-tmdb icon get-tmdb

A command line application designed to crawl The Movie DB API following the The Movie DB API rules, and outputs the results as JSONL files so you can go forth and experiment with movie data.

go-mssqldb icon go-mssqldb

Microsoft SQL server driver written in go language

imdb-dataform icon imdb-dataform

An example Dataform project to load and transform the publicly available dataset from IMDB.

movielens-dataform icon movielens-dataform

An example Dataform project which will use the publicly available Movielens dataset to demonstrate how to upload your product catalog and user events into either the Google Cloud Retail API or Google Cloud Discovery Engine and train a personalised product recommendation model.

nix-macos-devbox icon nix-macos-devbox

A simple guide to installing Nix on macOS and then then using the JetPack.io Devbox as your Primary Package Manager.

ocr-runner icon ocr-runner

OCR Runner - Command Line Application for processing image files using Google Cloud Vision API and Google Cloud Document AI.

pflag icon pflag

Drop-in replacement for Go's flag package, implementing POSIX/GNU-style --flags.

tiff-convert icon tiff-convert

"tiff-convert" recursively walks the input path searching for all TIFF files and exporting each page of these TIFF files to the output path as an image file using the image encoder stated.

tmdb-dataform icon tmdb-dataform

An example Dataform project to load and transform the publicly available dataset from The Movie Database into a format which could be imported into Vertex AI Search for Media, allowing you to build a search engine for movies.

zsh-bob icon zsh-bob

A zsh plugin for `bob` a cross-platform and easy-to-use Neovim version manager.

zsh-brew icon zsh-brew

A zsh plugin for the Homebrew package manager.

zsh-fnm icon zsh-fnm

A zsh plugin for the fast and simple Node.js version manager (`fnm`)

zsh-gcloud icon zsh-gcloud

A zsh plugin for the Google Cloud Command Line Interface (gcloud CLI) completions

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