Luis Selvera
Senior Machine Learning Engineer at Analytics Automations
Texas, United States
Summary
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Senior🎓
Top SchoolLuis Selvera is a Senior Machine Learning Engineer with 10 years of experience building production AI systems that drive operational reliability and cost savings for utilities. He has led end-to-end ML initiatives—from ERCOT price forecasting that cut error by 27% (50% in volatile periods) to a vegetation-risk prioritization tool that reduced trimming costs by one-third—translating models into executive-facing dashboards and enterprise adoption. Skilled in scalable data engineering and resilient Spark deployments, he also designs GenAI copilots and RAG pipelines with LangGraph and Azure OpenAI to embed natural-language decision support into workflows. His background spans cybersecurity research, federated learning, and hands-on mentorship, and he co-chairs an NSF-funded effort studying equity in AI-driven risk alerts. Based in Texas, Luis combines practical deployment rigor with academic depth (MS Computer Science) and a talent for communicating technical value to non-technical stakeholders.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at The University of Texas Rio Grande ValleyUniversity of Texas at San AntonioPostgraduate Certificate Data Science and Data Management Systems, Postgraduate Certificate Data Science and Data Management Systems at The University of Texas at Austin
English, Spanish
Stackoverflow
1reputation
0reached
0answers
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Github Skills (38)
javascript10
css10
codebase10
math10
nodejs10
react10
sequential10
classification9
certification9
regression9
log-parser8
forecasting8
benchmark8
anomaly-detection8
dsn7
Programming languages (5)
Github contributions (5)
ldselvera/BERT-trolls-classifier
Mar 2020 - Mar 2025
Deep Learning model for trolls detection on Forums
Contributions:6 PRs, 42 pushes, 1 branch in 5 years
pytorchdeep-learningtrollsforumstensorflow
arunbaruah/Anomaly_Detection_Transformer
Mar 2020 - Dec 2020
Anomaly detection from OS logs using Transformers implemented with Pytorch.
Contributions:30 commits in 8 months
pytorchanomalypythontransformersdeep-learning
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