Devah Schaefers
Computer & Data Science @ UC Berkeley
- Role
- Machine Learning Engineer at Neurotech Berkeley
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
Experience
Machine Learning Engineer
Jan 2026 — Present
Achieved 5° RMSE on a supervised regression task predicting gait angle from 16-channel EEG data using PyTorch, enabling BCI-driven exoskeleton control for spinal cord injury rehabilitationDesigned a CNN-LSTM architecture where a CNN extracts spatial-spectral features using pooling layers for temporal downsampling, feeding compressed sequences into an LSTM for gait angle regression Preprocessed raw EEG data with artifact removal, bandpass filtering, and per-channel normalization, then constructed overlapping sliding windows to generate temporally aligned training sampl
Education
Saddleback College
Bachelor of Arts
2024 — 2024
University of California, Berkeley
Bachelor of Arts - BA
2024 — 2027
Irvine Valley College
Bachelor of Arts
2022 — 2024
UC Berkeley College of Computing, Data Science, and Society
Bachelor of Arts
2024 — 2027
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