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followers: 49.0 following: 30.0 repos: 39.0 gists: 17.0

Name: A Ho

Type: User

Company: @eeveebank @alphagov

Bio: Python | R | SQL | Data Science | NLP | Bayesian Statistics

Location: London, UK

Blog: https://medium.com/@avisionho.yumyum

Hi there 👋

Working on:

Writing a mini-'package' to extract table names from SQL scripts and visualise in a graph database. Available here.
Creating a network graph of media content. Available here.

Open-source package contributions:

Interactive bokeh visualisation of SOMs in the minisom package.
travis CI instructions to use DPL-V2 in the mdBook package.
R functionality for pre-commit hooks to govcookiecutter package.

Highlights:

Used the custom-trained NER outputs to make GOV.UK's search engine more explainable, transparent and powerful through CBOW and BERT word embeddings to get content-specific synonyms which can enrich the existing entities we have on our content. Available here.
Utilised doc2vec, USE, ANNOY and SOMS to identify semantically-similar documents on GOV.UK. Available here.
Applied object-orientated programming principles to identify the language of content. It is available here.
Built a website/Shiny app that empowers users to learn more about their local district councillors in Hong Kong. Let me know if you're interested! Repo is here. 🔭
Modelled the causal drivers behind survey responses on longitudinal data conducted on pupils during COVID-19. It is available here.

Searching for:

Interesting, open-source projects to collaborate on - get in touch! 👯

Public talks

Connect with me:

Languages and Tools:

A Ho's Projects

abtest

Conducting A/B tests on open-source data

analysis-leaff

Basic descriptive statistical analysis of LEAFF data

analysis-road-casualties

Exploratory analysis of road casualty data from the London borough of Camden.

analysis-structuralbreak

Practical introduction to modelling and testing for structural breaks in time-series data.

avisionh

Profile card describing moi.

blockchain-build

Project to implement a basic blockchain in Python

blog

My static blog built based on Jekyll Now and template by privefl

camdencrime

Visualising Camden crime data and presented on web-hosted Jupyterbook.

coffee-and-coding

A repo to hold resources and notes from coffee-and-coding sessions. [email protected]

dashboard-asian-economies

A Shiny dashboard app to present information on Asian economies.

detect-anomalouspupildestination

Applies unsupervised anomaly detection techniques to spot outlier observations for pupil destinations.

govcookiecutter

A cookiecutter template for data science projects within UK Government

jupyter-book

Create an online book with Jupyter Notebooks and Jekyll

mdbook

Create book from markdown files. Like Gitbook but implemented in Rust

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

modelfootball

Modelling approaches to predicting football

networkmedia

Creating a network from media content

nosql-mongodb

Explores interacting with the Mongo DB Atlas NoSQL database.

predict-house-sales

Predict prices of houses in Kings County, USA.

predictgraduateprospects

Applies Bayesian techniques for analysing various factors that can influence a UK university's graduate prospects rating from the HESA SFR247 and Complete University Guide table.