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Garrett Smith

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titleconferencedate
Keys to Building Machine Learning SystemsGOTO Chicago 20202020-04-27
Enterprises report 15% doing anything with ML while 85% are only evaluating; adoption stalls from process, not data. The prescription is concrete: embed data…
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Introduction to AI engineeringCode Mesh LDN 20182018-11-08
Argues that practical AI work is engineering: three real constraints — data scarcity, available models/algorithms and GPU training — decide what actually…
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Fireside ChatErlang User Conference 20162016-09-08
Chronicle of building Erlang shows concrete claims and outcomes: a prototype language, a working BEAM virtual machine, a first product called the mobility…
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Erlang and Deep LearningErlang User Conference 20162016-09-08
Argues Erlang excels as an orchestration and monitoring layer for deep learning by demonstrating a command-line plus web tool that wrapped TensorFlow runs…
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The Functional Tao of BashCode Mesh 20152015-11-03
Claims Bash isn’t a functional language but functional techniques apply: the presenter refactors a 140‑line CI.sh, extracts blocks into named functions…
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Scalable is Awesome, Literally!Erlang User Conference 20152015-06-11
Argues that “scalable” is hand‑wavy and proposes measurable engineering: use Erlang, measure latency and throughput, prefer suitability over vague scale…
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Software As BiologyCodemotion Roma 20142014-04-09
Argues that software resembles organisms more than buildings and gives concrete prescriptions: use fork and expose to different pressures (allopatric…
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Erlang + CZMQ: Scalable, Secure, Cross Language MessagingErlang Factory SF Bay Area 20142014-03-06
An Erlang wrapper around CZMQ (a C binding for ZeroMQ) is shown by building a tiny JSON pretty‑printer: a Python process binds a REPLY socket on TCP:5555, the…
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Software As BiologyCode Mesh 20132013-12-03
Argues that software benefits more from biological metaphors than architectural ones and gives concrete claims and examples: photosynthesis terraforms Earth as…
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Building an Application Platform: Lessons fromTech Mesh 20122012-12-04
Argument: don’t buy a giant message bus / NoSQL / rules‑engine up front; build the platform from laptop experiments and scripts, push Tomcat behind nginx, copy…
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