Cesar Salcedo

Founding Engineer at Chofex

Lima, Lima, United States
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Summary

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Senior
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Top School
Cesar Salcedo is a founding engineer with nine years of experience building production-ready ML systems and developer tools that prioritize user-centered interactions. He blends machine learning research—spanning reinforcement learning, multi-agent control, and transformer-based models—with hands-on product engineering, from training PyTorch models to deploying containerized services and CI/CD on AWS. At startups and research labs he has shipped features like a trip-status classifier, a natural-language object query engine for WhatsApp agents, and standardized messaging schemas to unlock downstream ML pipelines. His background includes accelerating experiments and infra (multi-GPU orchestration and reproducible pipelines) and automating large-scale web data collection using modern LLM stacks. Based in Lima with visiting stints at Berkeley and UNM, he pairs academic rigor with pragmatic system design to move prototypes into production. An underappreciated strength is his knack for turning research code into maintainable engineering—yielding measurable speedups and clearer data pipelines for product teams.
code9 years of coding experience
job5 years of employment as a software developer
bookVisiting Student Program, Computer Science, Visiting Student Program, Computer Science at University of California, Berkeley
bookVisiting Student Program, Computer Science, Visiting Student Program, Computer Science at The University of New Mexico
bookBachelor's degree, Computer Science, Bachelor's degree, Computer Science at UTEC - Universidad de Ingeniería y Tecnología
languagesSpanish, English
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Github Skills (22)

bcp7
python6
density-estimation5
linux5
conda5
package-management4
normalizing4
generative-model4
stochastic-processes3
automation3
pintos3
pytorch3
ecosystem3
machine-learning2
package-manager2

Programming languages (8)

C#JavaC++CJavaScriptHTMLJupyter NotebookPython

Github contributions (5)

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xlab-develop/xlab

Feb 2022 - Jun 2022

xLab: Experiment execution tool for automation in research-oriented projects.
Contributions:78 commits, 15 PRs, 31 pushes in 3 months
automationexecution
csalcedo001/psrl

Apr 2023 - Jul 2024

Contributions:2 PRs, 108 pushes, 1 branch in 1 year 3 months
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Cesar Salcedo - Founding Engineer at Chofex