David
Summary
👤
SeniorDavid Mack is an ML scientist and experienced founder with 11 years building products at the intersection of machine learning, design and full-stack engineering. He has led and shipped AI-driven design and graph ML systems—from co-founding SketchDeck and Presto Design to research-led work at Octavian.ai—while currently training autonomous logistics robots at Ultra. Comfortable switching between hands-on model engineering (TPUs, multi-GPU, Kubernetes) and product leadership, he’s also advised CTOs on cloud strategy and delivered AI products for major brands. Beyond startups he builds community—co-founding Truckee Tahoe Pride Foundation and growing it into a year-round nonprofit—and cultivates creative pursuits like theatrical lighting and backcountry climbing in the Sierra Nevada. Notably, his research and writing on ML-on-graphs and practical training strategies rank highly in search, reflecting both technical depth and a talent for clear explanation.
11 years of coding experience
Github Skills (32)
image-synthesis10
graph10
population10
seq2seq10
tensorflow10
ai10
ml9
machine-learning9
neo4j9
cypher9
graph-database8
graphml8
synthetic-data8
nodejs7
knowledge-graph5
Programming languages (3)
Github contributions (5)
Octavian-ai/mac-graph
Jul 2018 - Feb 2019
The MacGraph network. An attempt to get MACnets running on graph knowledge
Contributions:783 commits, 142 pushes, 11 branches in 7 months
graphmacnetaimlmachine-reasoning
Octavian-ai/BigGAN-TPU-TensorFlow
Feb 2019 - Oct 2019
TPU enabled Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)
Contributions:138 commits, 2 PRs, 2 pushes in 7 months
image-synthesistensorflowtpu
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