• Gathered information on EEG Signals, various eye movement types, Sequential Data handling, categorization, and evaluation techniques
• Self-curated labeled data from 10k+ raw time series eye dataset using preprocessing & thresholding strategy to classify 16 fixation points
• Achieved an F1-score: 99.5% using Sliding Window metrics & 89.4% using Rolling Forecast metrics on the proposed BiLSTM-LSTM model

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