Ghazaleh Ostovar
Physics PhD | ML Engineer Intern @ BrainChip
- Role
- Machine Learning Engineer Intern at BrainChip
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Ghazaleh Ostovar
Physics Ph.D. with 7+ years of experience developing mathematical models, numerical…
Experience
Machine Learning Engineer Intern
Jun 2025 — Present · Laguna Hills, CA, US
Developed an end-to-end CNN pipeline for multi-class ECG arrhythmia classification from raw signals, achieving 99% accuracy and 0.94 macro F1, optimized for deployment on edge-AI wearables under constrained compute resourcesDesigned a convolutional autoencoder (CAE) for unsupervised ECG anomaly detection, achieving 99% recall on rare arrhythmias, with low-latency, energy-efficient inference optimized for real-time health monitoring wearablesOptimized models for deployment via post-training quantization and conversion to event-based spiking neural networks (SNNs), enabling deployment on ultra-low-power neuromorphic chips
Education
University of Southern California
Doctor of Philosophy - PhD
2017 — 2024
Ferdowsi University of Mashhad
Master of Science - MS
2015 — 2017
Ferdowsi University of Mashhad
Bachelor of Science - BS
2010 — 2014
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