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New Book: AI Engineering

๐Ÿšจ Exciting news! Weโ€™ve just submitted the final manuscript for our upcoming book, โ€œ๐€๐ˆ ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐ : ๐€๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ๐ฎ๐ซ๐ž ๐š๐ง๐ ๐ƒ๐ž๐ฏ๐Ž๐ฉ๐ฌ ๐Ÿ๐จ๐ซ ๐€๐ˆ ๐’๐ฒ๐ฌ๐ญ๐ž๐ฆ๐ฌโ€ ๐ŸŽ‰

Itโ€™s been a fantastic journey working with three brilliant co-authors:
โ€ข Qinghua Lu, Lead of CSIRO’s Data61โ€™s Responsible AI Science team and winner of the Asia Pacific Women in AI Trailblazer Award 2023!
โ€ข Ingo Weber, Professor at TU Munich and Director of Digitization at Fraunhofer in Germany (who led the first large-scale internal secure uses of GenAI for 30,000 scientists mid-last year!)
โ€ข and of course, the legendary architect and IT book author, Len Bass.

A special shoutout to the co-authors of our case studies (see below) and our wonderful Boming Xia (who helped throughout and co-authored two key chapters. Boming won the Ivica Crnkovic Early Career Award at the 3rd International Conference on AI Engineering (CAINโ€™24) as a rising star of the field!)๐Ÿ™

The book covers 15 chapters:
1๏ธโƒฃ Introduction
2๏ธโƒฃ Software Engineering Background
3๏ธโƒฃ AI Background
4๏ธโƒฃ Foundation Models
5๏ธโƒฃ AI Model Lifecycle (with Boming Xia)
6๏ธโƒฃ System Lifecycle (with Boming Xia)
7๏ธโƒฃ Reliability
8๏ธโƒฃ Performance
9๏ธโƒฃ Security
๐Ÿ”Ÿ Privacy and Fairness
1๏ธโƒฃ1๏ธโƒฃ Observability
1๏ธโƒฃ2๏ธโƒฃ Case Study: Using a Pretrained Language Model for Tendering (with Sven Giesselbach and et. al)
1๏ธโƒฃ3๏ธโƒฃ Case Study: Chatbots for Small and Medium-Sized Australian Enterprises (with Roozbeh Derakhshan Cori Stewart)
1๏ธโƒฃ4๏ธโƒฃ Case Study: Predicting Customer Churn in Banks (with Ming Jian Tang, PhD Andrea Luo๏ผŒPhD)
1๏ธโƒฃ5๏ธโƒฃ The Future of AI Engineering ๐Ÿ”ฎ

๐Ÿ” See here for a sneak peek from the “Future of AI Engineering” chapter: Our thoughts on hashtag#AIWare/AI-as-software (not AI writing software) and the pivotal role of human engineers. ๐Ÿค–.

๐Ÿ’ฌ Two lighthearted quotes from the chapter:

1๏ธโƒฃ โ€œSome argue that the hottest programming language is now English, or even jokingly suggest that this AI wave is the revenge of the English major against STEM professionals.โ€

2๏ธโƒฃ โ€œWhile software once โ€˜ate the world,โ€™ in this future, AI is โ€˜eating the software.โ€™โ€


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About Me

Research Director, CSIRO’s Data61
Conjoint Professor, CSE UNSW

For other roles, see LinkedIn & Professional activities.

If you’d like to invite me to give a talk, please see here & email liming.zhu@data61.csiro.au

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