Kevin Luya

Research And Development Engineer at REMI

Amherst, Massachusetts, United States
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Summary

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Senior
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Top School
Kevin Luya is an R&D engineer with 11 years of experience building applied AI and full-stack systems, currently advancing LLM pipelines and cost-saving AI tooling at REMI. He has a track record of shipping production-grade solutions—from a 75% cost-reducing AI-editor and hallucination-detection pipeline using Llama-3 derivatives to an 85% faster prompt-chaining workflow and advanced RAG for economic policy insights. His background spans fine-tuning LLaMA-2 and Mistral models with QLoRA, serverless and e-commerce platforms, and accessible medical device software that improved clinical usability by 60%. A pragmatic problem-solver with a Computational Science MS from UMass Amherst, he combines research rigor and hands-on engineering to turn complex ML and simulation problems into reliable, cost-efficient products.
code11 years of coding experience
job6 years of employment as a software developer
bookMaster of Science - MS, Computational Science, Master of Science - MS, Computational Science at University of Massachusetts Amherst
bookIngeniería de software / Software engineering, Advanced algorithm, Artificial intelligence, Ingeniería de software / Software engineering, Advanced algorithm, Artificial intelligence at Universidad Peruana de Ciencias Aplicadas
languagesSpanish, English, Portuguese
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Github Skills (6)

machine-learning9
fastai9
pytorch9
deep-learning8
data-science8
python8

Programming languages (3)

TypeScriptJavaScriptJupyter Notebook

Github contributions (5)

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Contributions:1 push, 1 branch in 4 years 7 months
kevinmartell91/HRNPCI

Aug 2015 - Mar 2020

Contributions:4 pushes, 2 branches, 1 tag in 4 years 7 months
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Kevin Luya - Research And Development Engineer at REMI