James Puchin - Machine Learning Security Researcher at Cisco

James Puchin

Machine Learning Security Researcher at Cisco

San Francisco, California, United States

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Summary

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Senior

🎓

Top School

James Puchin is a Machine Learning Security Researcher in San Francisco with 11 years of cross-disciplinary experience spanning ML, C++, Java, Python, and cloud-native deployment (Kubeflow, Kubernetes, AWS). He designs and ships production ML systems for email security at Cisco and has deep hands-on experience optimizing ML pipelines from low-level convolution kernels to data samplers and mobile integrations. His background uniquely bridges bioanalytical lab work (mass spectrometry, protein assays) and applied CS, giving him an uncommon perspective on signal processing and robust feature design. He has led architecture redesigns, authored design docs, and delivered client projects on time at startups and enterprise teams. A CS MS graduate, he tinkers on GitHub with applied ML projects and maintains practical expertise in Android and LAMP stacks. Fluent in practical engineering and scientific methods, he excels at turning research-grade ideas into scalable, auditable systems.

11 years of coding experience

14 years of employment as a software developer

Certificate with Distinction, Certificate with Distinction at University of California, Berkeley

Master’s Degree, Master’s Degree at San Francisco State University

BS, BS at UC Santa Barbara

Japanese, Russian

Github Skills (17)

rest7

parsing7

rest-api7

swagger6

dsa6

java6

dtls5

eclipseiot5

coap5

open-source4

iot4

openapi4

swagger-codegen3

modbus3

internet-of-things2

Programming languages (3)

JavaMustacheDart

Github contributions (5)

iot-dsa-v2/driver-framework-java-v2-prototype

Oct 2017 - Mar 2018

Contributions:127 pushes in 4 months

JurisPuchin/BookAndTutors_Website

Sep 2016 - Jan 2018

Contributions:5 pushes, 1 branch in 1 year 4 months

marketplacephplamp-stacklaravellamp

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