Chris Mccormick

Independent AI Researcher at InnerWorkings.AI

Santa Barbara, California, United States
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Summary

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Rockstar
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Top School
Chris Mccormick is an independent AI researcher and educator with 24 years of engineering experience, focused on the inner mechanics of transformer models and practical architecture improvements. He authored the Patterns & Messages series reframing attention with merged matrices and builds annotated PyTorch implementations and visual tools to drive interpretability and efficiency work. Founder of ChrisMcCormick.AI, his tutorials and videos have reached over a million learners and feed directly into his research practice at InnerWorkings.AI. His background spans hardware-aware algorithm design (FPGA vector search) to embedded and full‑stack engineering, giving him a rare combination of systems-level thinking and model-level insight. An active open-source contributor, his work touches projects from Pure Data audio engines to BitTorrent DHT tooling, reflecting a pragmatic focus on integrations, deployability, and developer experience. He’s seeking roles in large-scale model development where interpretability, architecture design, and efficiency intersect.
code24 years of coding experience
job13 years of employment as a software developer
bookB.S. Electrical Engineering, B.S. Electrical Engineering at Stanford University
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Stackoverflow

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Github Skills (53)

git10
puredata10
javascript10
synthesizer10
python10
apidoc10
synthesis10
css10
responsive-design10
audio-processing10
user-interface10
c1110
ui-design10
interface-design10
c1710

Programming languages (32)

CMakefileGoHTMLTypeScriptShellAdblock Filter ListAstro

Github contributions (5)

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piku/piku

May 2019 - Oct 2022

The tiniest PaaS you've ever seen. Piku allows you to do git push deployments to your own servers.
Role in this project:
userDevOps Engineer
Contributions:13 reviews, 98 commits, 106 PRs in 3 years 5 months
Contributions summary:Chris primarily contributed to improving the deployment and operational aspects of the piku PaaS. They added support for git submodules, allowing for the inclusion of third-party dependencies. Further enhancements included enabling `git push -f`, and the implementation of auto-restart functionality after pushes, streamlining the deployment workflow. The user also worked on integrating Let's Encrypt SSL certificate support, demonstrating a focus on security and automation within the deployment process.
herokuraspberry-pipaaspythonpush
sebpiq/WebPd

May 2010 - Sep 2012

Run your Pure Data patches on the web.
Role in this project:
userFull-stack Developer
Contributions:105 commits in 2 years 4 months
Contributions summary:Chris implemented and refactored core functionality for the web-based Pure Data (Pd) engine. They worked on parsing Pd graph structures and translating them for web use. This included implementing objects such as oscillators, digital-to-analog converters, and message-passing objects. Furthermore, the user focused on improving the audio buffer handling and integrated a flash-based audio driver.
html5-audiopure-datacompilerpatchesassemblyscript
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Chris Mccormick - Independent AI Researcher at InnerWorkings.AI