WELCOME!

I am old school and still try to maintain something called a homepage. It’s a collection of my past and current work as well as other information about me. A big warning: It may be outdated.

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SUMMARY

I started programming at the age of 7 and started working in AI in the late 1990s -- before any of the two were considered "cool" ;-). I teach data science as adjunct faculty at the EECS department of the University of California, Berkeley.

ENGINEERING PRINCIPLES FOR AI

See a demo of my current work on engineering principles for AI.

MULTIMEDIA COMMONS

100M images and 1M videos for research.

AUDIO ANALYSIS

Demo on audio recognition for videos.

INTELLIGENT IMAGE EDITING

My PhD work integrated in GIMP, Inkscape and NIH's ImageJ liberary since 2005.

HIGHLIGHTS

Multimedia Computing
Multimodal Location Estimation of Videos and Images
Beginning Programming Using Retro Computing

TEACHING PRIVACY

Materials to teach privacy in high schools.

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