This stylish cybernetic baboon is wearing a skirt, a shirt, a pants and exudes a hipster vibe. ::2 , Canon EOS - 1D X Mark III, Canon EF 100mm f/ 2. 8L III USM, 10m camera distance, ultra realistic textures ::2 , ultra detailed, beautiful and realistic, cinematic, 8k, hyperdetailed, hyperrealistic, accent lighting, global illumination ::1
Kew Green Hotels logo. Holiday Inn logo. BMW logo. InterContinental Hotels Group logo. MINI Crowne Plaza logo. voco logo. British Airways logo.

MLOPS: Protecting patient privacy

Archie headshot

Archie Kennedy

March 2023

In a recent project, we faced the challenge of de-identifying large amounts of private health information while preserving as much contextual information as possible.

Traditional redaction techniques would destroy important data, making it unusable for our machine learning models. To address this issue, we employed a technique called de-identification, also known as jittering.

We were able to effectively preserve the valuable contextual information in our data while still protecting patient privacy.

AI, Machine Learning & Computer Vision
Hyper realistic long shot ultra wide award winning photo of scientists creating a machine learning model, super detailed, dramatic light, tilt shift, film grain, lens flare, neon.
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Mapping applications

Dave headshot.

Dave Gough

March 2023

We have three interactive mapping applications currently in development, all with an environmental message, encouraging a reduction in carbon fuel usage, healthier active travel choices and promoting a host of green initiatives along the way.

Each project uses a combination of the Leaflet JS library, Open Street Map tiles and GeoJSON, managed by our flat file content generator, to provide a rich user experience browsing locations & activities and choosing routes across the South West of the UK.

Hyper realistic long shot ultra wide award winning photo of a map, dramatic light, tilt shift, film grain, lens flare, neon.
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Cookieless privacy toolkit

Dave headshot.

Dave Gough

March 2023

Aiming to go cookieless… We have an internal project underway to assemble and test a collection of web tools to allow a UK website not to require any form of explicit cookie consent from users, yet still satisfy clients' desire for analytical data, form spam rejection etc.

Cookie consent popups & forms can be invasive, obstructional and in some cases present a perplexing forest of options clearly designed to funnel the user towards the easy "accept all" option.

This new combination of privacy-forward solutions and transparency should present a way to truly care about users' privacy & rights whilst not presenting them with any barriers to entry.

Hyper realistic long shot ultra wide award winning photo of scientists creating a red, white and black pad lock, super detailed, dramatic light, tilt shift, film grain, lens flare, neon.
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