About solaiman ahmed asif:
Machine Learning and signal processing Practitioner in Healthcare Monitoring with wearable platform.
Experience
I worked as a postdoctoral researcher in advanced medical research institute in Japan. I am experienced with MATLAB and Python programming for Signal Processing and Machine Learning application.
Education
My doctoral thesis represents wearable sensor-based healthcare monitoring with Machine Learning (ML) technique where some novel features were developed for classification of human activities along with physiological data (ECG, PPG, EDA). The first study of this dissertation tried to create such angle variance based vibrational intensity estimation produced by human activity which can give movement intensity as well as posture information. In the second study signal quality index-based stress beat estimation method is proposed from PPG. The morphology of the PPG signal was quantified as signal quality index by comparing the template beat (extracted from resting conditions) to the PPG beats recorded during vigorous physical activity. Whereas the morphology results corroborate the findings from traditional HRV parameters generally used for stratifying stress. Lastly, physiological signal was utilized to classify human activities along with accelerometer features and several classifiers was used to train model. Features from ECG and EDA contribute to classify different stressful activities which are difficult to classify with wrist and chest-based accelerometers.
Professionals in the same Engineering / Architecture sector as solaiman ahmed asif
Professionals from different sectors near Dhaka, Dhaka
Jobs near Dhaka, Dhaka
-
Machine Learning Engineer/Analyst II
1 month ago
Optimizely DhakaWe are looking for an analytical and detail-oriented Machine Learning Analyst to join our team.In this role, you will be building scalable machine learning applications and will bridge the gap between technical data science work and actionable business strategy. · ...
-
Head of Machine Learning
1 month ago
Softwrd Ltd DhakaYou'll own the end-to-end ML program from data modeling evaluation to backend integration productionization and scale Manage and grow a team of ML engineers backend developers and MLOps set technical direction partner closely with product and backend engineering ship reliable mea ...
-
Medical Officer
4 weeks ago
nextjobz DhakaPerform advanced medical life support and procedures. · Communicate with security staff via tools. · Perform clerical duties (filing, sorting, computer reports) · Inspect paramedic supplies/equipment and grounds · ...
