Luis Cardenas - AI Engineer at VideoAmp

Luis Cardenas

AI Engineer at VideoAmp

Santa Ana, California, United States

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Summary

👤

Senior

🎓

Top School

Luis Cardenas is an AI engineer and computational scientist with eight years of experience building data-driven systems that bridge research and production. Currently at VideoAmp, he designs gRPC-backed services, orchestrates ETLs with Temporal, and leverages Databricks LLMs and Snowflake to turn raw metrics into actionable viewership insights, including a ninefold speedup of national-level computations using Scala and Spark. His background includes a PhD in Computer Science from UC Santa Barbara where he applied neural networks to level-set methods and ran large-scale fluid dynamics experiments on TACC supercomputers, reflecting a strong foundation in scientific computing. Comfortable across the stack—from frontend work and full-stack projects early in his career to production ML pipelines—he also brings teaching and research experience that sharpens his ability to validate metrics and refine prompts for robust LLM behavior. An often-overlooked strength is his track record of translating academic methods into production analytics and tooling that directly inform ad measurement and reporting.

8 years of coding experience

10 years of employment as a software developer

High School, High School, 100, High School, High School, 100 at University of Guadalajara, Regional High School at Tecalitlan, Jalisco

Doctor of Philosophy - PhD, Computer Science, 4.0, Doctor of Philosophy - PhD, Computer Science, 4.0 at UC Santa Barbara

Bachelor's Degree, Computer Systems, 99.5, Bachelor's Degree, Computer Systems, 99.5 at Technological Institute of Ciudad Guzman

Master's Degree, Computer Science, Master's Degree, Computer Science at University of California, Los Angeles

Spanish, English, Korean

Stackoverflow

Stats

165reputation

7kreached

2answers

10questions

Github Skills (29)

solver7

pycharm6

exec6

least-squares6

dynamic-memory-allocation6

sparse-matrix6

cmake6

dynamic-array6

autoencoder6

pandas6

c-preprocessor6

clion6

bzip6

optimization5

java5

Programming languages (1)

Java

Github contributions (5)

UCSB-CASL/LSCurvatureDL

Dec 2019 - Feb 2022

Contributions:4 commits, 1 push in 2 years 2 months

UCSB-CASL/Curvature_ECNet_2D

Dec 2021 - Sep 2022

Contributions:12 commits, 4 pushes in 8 months

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