Liza Daly

About me

I’m a software engineer and occasional corporate executive who lives in Boston. I’m currently focusing on providing technical assistance to non-profits that work to uphold civil rights and protect vulnerable populations. My personal projects revolve around digital art, interactive narrative, and digital publishing.

Formerly I was CTO at Safari and prior to that I founded a digital publishing company called Threepress, which Safari acquired. My new company is World Writable.

I’ve been quoted about "Digital Detox" and the effects of the iPad on reading (NYT, 2010), ebooks in the cloud (Wired, 2011), and on strategies to help introverts network (FastCompany, 2015). I’ve presented about great engineering teams and digital publishing. I wrote a short book on Next-Generation Web Frameworks in Python (O'Reilly, 2007), which is out of date so please don’t read it.

Twitter @liza Email

Commercial work

Publishing, mentoring, and software engineering

Recent projects

Creative Commons: CC Search (2017)

I was brought on to lead and implement a new image search for Creative Commons. CC Search indexes a corpus of over 10 million publicly licensed images from museums, libraries, and individuals, including the Metropolitan Museum of Art, Europeana, and the New York Public Library. I was solely responsible for designing the architecture, acquiring and loading the data, writing the code, and deploying on a new AWS-based infrastructure.

Coverage of CC Search in Newsweek and TechCrunch. At Creative Commons' request, I wrote up technical notes, which were later published in Hacker Noon.

University of California, Davis: Label This! (2016)

In July 2016 I helped launch Label This!, a crowd-sourced transcription project for University of California, Davis. Label This is based on scribeAPI, a Rails/React webapp that allows visitors to select and transcribe areas of interest on digitized material.

Three wine labels from the Label This project

Three paintings from the CC Search project

Writing

Selected samples; more on Medium.

Natural Language Processing for Programmers

A series on learning to manipulate text with computers: introduction; text generation with context-free grammars; classifying naughty stories. Part four teaches chatbot creation using a unique interface for real-time, interactive code learning. Part five covers augmenting NLP with world models.

Cartoon of a man working with an old-fashioned computer

AI Literacy: Machine learning basics for everyone

A three-part accessible tour of AI.

Detail from I Saw the Figure 5 in Gold by Charles Demuth

Ethical imperatives in AI and generative art

Guidelines on a less harmful future.

Box Art Brut

Videogame art before there were rules.

What I didn’t know about great engineering culture

Reflections on interviewing other women technology leaders.

Screenshot of the computer-generated MA statehouse

The job that games do

Why and when we choose to play.

Wordplay

The best ebooks are games.

Procedural art & code

Seraphs: A procedurally generated mysterious codex

A computer-generated book based on the Voynich Manuscript. Featured on The Pacific Standard, Metafilter, and written about by author Robin Sloan. How it was created.

Windrift: A framework for mutable stories

Windrift is designed to produce narratives that are informed by user selection and choice, similar to systems like Twine. Windrift is built on the React/Redux JavaScript frameworks, and adds narrative-focused components like state management, a story timeline, and elements that branch or respond to user input. It was used to write Stone Harbor, an entry in the 2016 Interactive Fiction Competition.

The Days Left Forebodings and Water: Generated blackout poetry

Creates artwork in the style of Newspaper Blackout Poetry using natural language processing and optical character recognition. Source code. Feature on Waxy.org.

random.chance: Computer-imagined surrealist montages

Code to generate compositions that resemble surrealist photomontages in the style of early surrealists, using period images from the Internet Archive. Essay on randomness in computer-generated art. Source code.

Saga III: Recreating the first computer-written teleplay

A reimagining of a 1961 computer program that generated the screenplay to a Western, filmed by CBS television. Source code and history of the project.

Bots

Ridiculous Twitter bots (my guide to coding them)

@emilyvanderbot

Generates abstract color tiles after Emily Noyes Vanderpoel’s 1902 work on color theory.

@soamazingquote

Finds tweets with inspirational-sounding messages and mis-attributes them to famous people like Mark Twain and Abraham Lincoln.

@i_luv_recipes

Picks a random dish, parses its ingredients, and makes random (usually revolting) substitutions, just like people who comment on internet recipes.

@botilius_syrus

Tweets out the aphorisms of Publilius Syrus & annotates them with contextually relevant emoji.🎁

Other

Games, tutorials, and technical writing

Stone Harbor

“Stone Harbor tells the story of a sidewalk for-entertainment-purposes-only psychic who finds himself dragged into a police investigation requiring genuine powers.” — Rock Paper Shotgun

An interactive detective story, playable in a web browser and written using the Windrift story engine. Stone Harbor is mobile-friendly and highly accessible. Interview about the development of the piece with Emily Short. Source code.

4th place 2016 Interactive Fiction Competition.

First Draft of the Revolution

“A marvel—an exploration of the space between the mind and the page the likes of which I've never experienced.” — Kotaku

An interactive epistolary story I commissioned from Emily Short. I designed and coded the initial prototype which was then completed by Inkle. Play in a browser now, or download an EPUB 3 for use in iBooks.

Best Use of Innovation, 2013 XYZZY Awards.

Book cover for Books: A Futurist Manifesto

What we can do with “books”

Chapter from Book: A Futurist’s Manifesto

Successful digital-first literature must be immersive, non-trivial, and participatory.

Interactivity

(chapter from EPUB 3 Best Practices)

Covering embedding JavaScript and other forms of interactivity into EPUB 3 publications.