Matthew Kelcey
Principal Machine Learning Engineer at Edge Impulse
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolMatthew Kelcey is a Principal Machine Learning Engineer based in Melbourne with 17 years of experience building production ML systems from tinyML devices to Google- and Amazon-scale data platforms. He blends deep research pedigree—years on Google Brain working on deep RL for robotics and large-scale NLP, plus tenure advising Common Crawl—with hands-on engineering across search, recommendation, audio, vision and financial systems. A neural-net coder since 1997, he moves comfortably between prototyping research models and delivering robust, operational pipelines at scale. At Edge Impulse he applies that breadth to embedded and edge ML, while prior roles at ThoughtWorks, AWS and Wavii show a consistent focus on turning academic ideas into reliable products. Outside work he’s a self-described “data nerd wannabe” and, less obviously, a collector of four different helmet types—hinting at a pragmatic, adventurous streak.
18 years of coding experience
21 years of employment as a software developer
BComp (Hons) Artificial Intelligence, BComp (Hons) Artificial Intelligence at University of Tasmania
Stackoverflow
3,086reputation
558kreached
31answers
13questions
amazon-s3
top-5%
hadoop
top-5%
Github Skills (120)
kinematics10
python10
simulator10
ada10
deep-learning10
simhash10
game-development10
robotics10
collision-detection10
ml10
bluepill10
neural-network10
transfer-learning10
pybullet10
q-learning10
Programming languages (8)
Github contributions (5)
matpalm/trending
Apr 2010 - Nov 2010
Contributions:62 commits in 6 months
matiman/wikipediaPhilosophy
Jul 2011 - Feb 2013
Contributions:31 commits in 1 year 6 months
pythonleadwikipedialinksreally
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