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https://github.com/avisionh/avisionh

Profile card describing moi.
https://github.com/avisionh/avisionh

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Profile card describing moi.

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## Hi there 👋


### Working on:
- Writing a mini-'package' to extract table names from SQL scripts and visualise in a graph database. Available [here](https://github.com/avisionh/sqlquerygraph).
- Creating a network graph of media content. Available [here](https://github.com/avisionh/networkmedia).

### Open-source package contributions:
- Interactive bokeh visualisation of SOMs in the [minisom package](https://github.com/JustGlowing/minisom).
- travis CI instructions to use DPL-V2 in the [mdBook package](https://github.com/rust-lang/mdBook).
- R functionality for pre-commit hooks to [govcookiecutter package](https://github.com/ukgovdatascience/govcookiecutter).

### 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](https://github.com/alphagov/govuk-entity-personalisation).
- Utilised doc2vec, USE, ANNOY and SOMS to identify semantically-similar documents on GOV.UK. Available [here](https://github.com/alphagov/govuk-content-similarity).
- Applied object-orientated programming principles to identify the language of content. It is available [here](https://github.com/alphagov/govuk-accessibility-reports).
- 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](https://github.com/Hong-Kong-Districts-Info/dashboard-hkdistrictcouncillors). 🔭
- Modelled the causal drivers behind survey responses on longitudinal data conducted on pupils during COVID-19. It is available [here](https://github.com/ukgovdatascience/surveyanalysis).

### Searching for:
- Interesting, open-source projects to collaborate on - get in touch! 👯

### Public talks
- [EARL 2019 Conference Speaker](https://www.mango-solutions.com/earl-speaker-highlights-from-the-mango-team/)
- [Interview for Data Strategy video series](https://www.youtube.com/watch?v=x5f6Z0TXdlQ)
- [Interview for Martin Chan's blog](https://martinctc.github.io/blog/data-chats-an-interview-with-avision-ho/)

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### Connect with me:

[avisionh | Medium][medium]
[avisionh | LinkedIn][linkedin]
[avisionh | Instagram][instagram]


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### Languages and Tools:
aws
gcp
terminal
sqlite
tsql
neo4j
R
RStudio
Python
Jupyter
PyCharm
Git
GitHub
AzureDevOps
travisci
markdown
LaTeX
Slack
Trello

[medium]: https://medium.com/@avisionho.yumyum
[instagram]: https://www.instagram.com/hungerontheculinaryexpress
[linkedin]: https://www.linkedin.com/in/avision-ho-397066a2/