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portfolio

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publications

Robust Beat-To-Beat Detection Algorithm for Pulse Rate Variability Analysis from Wrist Photoplethysmography Signals

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018

Proposed a robust peak and onset detection algorithm for beat-to-beat (B2B) pulse interval analysis using photoplethysmography (PPG) heart signals.

Development and Validation of a 3D-printed Neuronavigation Headset for Therapeutic Brain Stimulation

Published in Journal of Neural Engineering, 2018

Proposed an intermediate solution for neuronavigation in therapeutic brain stimulation, offering superior reproducibility and ease-of-use to scalp measurements, without requiring MRI and frameless stereotaxy.

Biomedical Named-Entity-Recognition (BASc. Thesis)

Demonstrated state-of-the-art performance for named-entity recognition(NER) of biomedical literature with transfer learning and multi-tasked learning.

Power Optimization Using Embedded Automatic Gain Control Algorithm with Photoplethysmography Signal Quality Classification

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

Designed and implemented an Automatic Gain Control (AGC) embedded algorithm for photoplethysmographic (PPG) heart sensors.

Generalised Variational Inference for Gaussian Processes (Msc. Thesis)

Achieved linear time inference objectives for variational Gaussian processes compared to cubic complexity approaches in existing literature.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015