David Rodriguez
Technical Lead at Cisco
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolDavid Rodriguez is a Technical Lead in Berkeley with 11 years of experience building and operationalizing large-scale ML systems for cyber-security and fraud detection. He has architected end-to-end ETL and model pipelines—using MapReduce, Spark, Flink, TensorFlow, Rainier and Airflow—that serve production traffic measured in billions of events and over a billion requests per hour. At Cisco he progressed from researcher to technical lead, co-authoring multiple patent filings and deploying time-series, graph, and NLP models that identify compromised users and exfiltration at internet scale. A regular conference speaker (Black Hat, Flink Forward, Virus Bulletin) and contributor to Rainier, he blends rigorous mathematics (MS in Mathematics) with pragmatic engineering to take Bayesian and MCMC methods from research into resilient production services.
11 years of coding experience
4 years of employment as a software developer
Master's degree, Mathematics, Master's degree, Mathematics at San Francisco State UniversityBachelor of Science - BS, Mathematics, Bachelor of Science - BS, Mathematics at University of Redlands
Github Skills (11)
latex7
tex6
bayesian-inference5
vim-plugin5
filetype5
neovim5
vim4
scala4
python1
javascript1
react1
Programming languages (2)
Github contributions (5)
DavidRdgz/multree
Jul 2015 - Aug 2016
Contributions:62 commits, 47 pushes, 1 branch in 1 year 1 month
DavidRdgz/chroneon
Jun 2015 - Nov 2015
Contributions:23 commits, 22 pushes, 1 branch in 4 months
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