Author name: Jacky So

Jacky So | Responsible AI & GEO Architect Jacky is the founder of Data With Style™ and the founding architect of Restorative Digital Justice. She pioneered the concept to combat algorithmic erasure and engineer "Trust-First" digital ecosystems. A Shorty Awards nominee for Project BRIDGE, she specializes in the search-to-LLM infrastructure required to protect mission-driven visibility in the age of AI. As a Cambodian+American executive woman in tech, Jacky is passionate about mentoring neurodiverse teams and building sovereign data bridges for underinvested communities. When she isn’t engineering digital infrastructure, you’ll find her traveling for Eurovision, exploring 3D printing, or cheering for the Philadelphia Eagles. Follow her journey toward a visible future on LinkedIn.

Technical framework diagram for Project BRIDGE by Data With Style. The image is divided into five columns: Overview of institutional invisibility, Implementation of Semantic HTML solutions to solve technical debt, Results showing search transformation before and after GEO, an Asset Map detailing the APINH Application Core, and an LLM Logic Trace showing how Generative AI retrieves community data.

Engineering Restorative Digital Justice

Jacky So officially changed the course of the internet. By pioneering Restorative Digital Justice and Search-to-LLM infrastructure, she has architected a future where equity is built into the AI equation. Discover the impact of her Shorty Award-nominated work with Project BRIDGE and how she’s helping mission-oriented companies navigate the emerging world of Generative Engine Optimization (GEO).

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Example datasync aws diagram

How Data Teams Can Implement Multi-Cloud Disaster Recovery on AWS, Azure, and GCP

File under: AWS, Azure, GCP Tips for Data Teams Intro Picture this: It’s a regular workday, and your data intelligence platform is running as expected. Everything is smooth, clients are getting the dashboards they need, internal teams have queries and background jobs doing analysis, training data sets, etc. Suddenly–P0!! P0!! Out of nowhere, a region-wide

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Figma for product marketing landing page mockup example by Jacky So

Figma for product marketing: Landing pages

File under: Revisiting Old Figma Mockups Back when Adobe Illustrator was the default software of choice for any design team licenses, I remember feeling the shift of something going on in the industry: a desire for people to collaborate in real-time via the browser. Around this time, I was using Illustrator for product mockups at

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Letter From Jacky

Letter From Jacky “We meet in an hour of change and challenge,In a decade of hope and fear,In an age of both knowledge and ignorance. The greater our knowledge increases, the greater our ignorance unfolds.”— President John F. Kennedy, “Moonshot” Speech, 1962 Let’s be really upfront about who Data With Style is for When I

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Braindumps, On My Mind
United by Music Malmo banner in the trash

ESC in Malmö just concluded – some quick thoughts

Eurovision Malmö Mess: Eurovision in Malmö just wrapped up, and so many unprecedented events unfurled in real time. At the Grand Final Jury Show in Malmö, the audience was told Netherlands would not be performing live and that a video of the Semi-Final 2 performance would be shown instead. The audience was not given more

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