Cameron Allen

Postdoctoral Researcher at University of California, Berkeley

Berkeley, California, United States
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Summary

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Cameron Allen is a postdoctoral researcher at UC Berkeley’s Center for Human-Compatible AI with 11 years of experience bridging academic research and high-assurance engineering. He holds a PhD in Computer Science from Brown and has deep systems and communications expertise from prior roles at MITRE, where he developed high-throughput SDR and FPGA solutions for defense systems. Cameron’s work emphasizes scalable, provable system behavior—ranging from parallel Viterbi decoders and self-optimizing UHF mesh radios to human-compatible AI research—demonstrating a knack for turning theoretical ideas into fielded prototypes. He has taught as a lecturer at Berkeley and maintains a public research presence through his website rather than LinkedIn. Notably, his engineering background includes successful technology demonstrations to NATO and contributions that influenced UK MoD specifications, reflecting both technical depth and practical impact. Based in Berkeley, he combines rigorous academic methods with production-minded software and hardware design.
code11 years of coding experience
job4 years of employment as a software developer
bookDoctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Duke University
bookDoctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Brown University
bookBS, Electrical Engineering, BS, Electrical Engineering at Tufts University
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Stackoverflow

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1reputation
51reached
0answers
1question
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Github Skills (80)

nteract10
mdp10
markov10
jupyter-kernels10
hyperparameters10
hydrogen10
plot9
ipython9
inspect9
python8
firefox-addon8
jupyterlab8
mozilla8
jupyterlab-extension8
jupyter8

Programming languages (7)

TypeScriptC++JavaScriptPDDLSwiftJupyter NotebookPython

Github contributions (5)

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Image-based gridworld experiment for learning Markov state abstractions
Contributions:2 releases, 417 commits, 2 PRs in 2 years 10 months
abstractionsgridworldmarkov
camall3n/onager

Jun 2020 - Dec 2022

Lightweight python library for launching experiments and tuning hyperparameters, either locally or on a cluster
Contributions:2 reviews, 142 commits, 13 PRs in 2 years 6 months
python-librarypythontuning-hyperparametershyperparameterslocally
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