Martyn Garcia

Software Engineer at 255LABS

Denver, Colorado, United States
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Summary

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Martyn Garcia is an AI-first software engineer with 18 years of experience building full-stack systems, machine learning models, and blockchain products from MVP to scale. Based in Denver, he currently leads AI and blockchain initiatives at 255LABS, pairing hands-on engineering with product and consulting work for underserved markets. His open-source contributions include substantive enhancements to HyperGAN—adding loss functions, training strategies, and refactors—demonstrating practical ML research applied to production code. Previously he supported secure, enterprise-grade file logistics at Files.com and has a long consulting track record across fintech and rules-engine integrations. Known for bridging research prototypes to deployable systems, he combines deep technical breadth with a product-minded focus on impact.
code18 years of coding experience
job9 years of employment as a software developer
bookBachelor, Computer Science, Bachelor, Computer Science at Texas Tech University
languagesEnglish
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Stackoverflow

Stats
131reputation
124kreached
11answers
0questions
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Github Skills (16)

machine-learning10
tensorflow10
python10
generative-adversarial-network10
refactor9
back-end-development9
refactoring9
pytorch7
enumerable6
key-value-store6
nodejs6
javascript6
dom6
redis6
nosql6

Programming languages (4)

JavaScriptRubyKotlinPython

Github contributions (5)

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HyperGAN/HyperGAN

Jun 2016 - Jan 2023

Composable GAN framework with api and user interface
Role in this project:
userML Engineer & Back-end Developer
Contributions:6 releases, 2184 commits, 210 PRs in 6 years 8 months
Contributions summary:Martyn's commits primarily focus on enhancing the `hypergan/hypergan` repository with features related to Generative Adversarial Networks (GANs). Their contributions include adding support for softmax GANs, implementing new loss functions, refining existing discriminator structures, and incorporating various training strategies. The user has also made efforts to refactor the code, debug the existing code, and integrate the latest improvements.
pytorchapiuser-interfacedeep-learninggenerative-adversarial-network
martyn/dvorak-conf

Mar 2012 - Jun 2020

Contributions:18 commits, 1 push in 8 years 4 months
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Martyn Garcia - Software Engineer at 255LABS