Hector Lugo
Machine Learning Engineer @Idaho National Laboratory
Brownsville, TX, US
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MOBILE NUMBERS
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WORK HISTORY
May 2025 — Present
Machine Learning Engineer @Idaho National Laboratory
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Implemented a ResNet Autoencoder to denoise TDMS signals for smart grid anomaly detection.Accelerated training by over 93%(reduced from 30 days to 1–2 days) via FFT preprocessing and HPC optimization.Improved clarity of frequency sweeps in the 10–100 kHz range to support anomaly evaluation in high-voltage signals.
EDUCATION
2020 — 2024
The University of Texas Rio Grande Valley
Bachelor's degree
2024 — 2026
The University of Texas Rio Grande Valley
Master's degree
2018 — 2020
Los Fresnos High School
High School 9-10th
2020 — 2022
UTRGV Mathematics and Science Academy
Computer Science
ABOUT HECTOR LUGO
Hey there! I’m Hector, a Master’s student in Computer Science at The…
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