# CanDoo Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/candoo
> Markdown URL: https://aitinkerers.org/technologies/candoo.md
> Technology record last updated: 2026-05-05T22:43:00Z
> Generated: 2026-09-23T09:30:23Z

Candoo Tech delivers remote, dedicated digital literacy training and tech support for older adults, utilizing U.S.-based Tech Concierges to ensure digital safety and sustained connection.

Candoo Tech, founded in 2019 by entrepreneur Liz Hamburg, is the leading provider of remote tech support and digital literacy training specifically for older adults (average client age: mid-70s to mid-80s). The service empowers clients to use devices (smartphones, tablets, computers) for critical functions: accessing telehealth, avoiding scams, and staying connected (Zoom, Facebook). U.S.-based Tech Concierges, trained by geriatric experts, provide one-on-one remote sessions and unlimited quick support (available via the $228 annual membership), ensuring a patient, clear experience that addresses accessibility issues like adjusting font sizes or connecting hearing aids. This focused approach helps clients realize they "can do" it, improving health outcomes and decreasing social isolation.

- Official technology site: https://www.candootech.com/
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Natural Language Compiler](https://toronto.aitinkerers.org/talks/rsvp_uRG4stRzPEM)

A programming language compiler converts a document in one language to another lower-level representation, exactly capturing required semantics while linking it to external libraries or machine-dependent information. Similarly, my "natural language" compiler aims to convert a document to another lower-level representation (graphs), capturing all possible semantics while linking to external sources of data. The motivation is to form a human/machine-readable representation that facilitates explainable AI and RAG.

- Event context: AI Tinkerers Toronto - Inaugural Meetup — 2024-04-11 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_uRG4stRzPEM

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