Aaron Gerston
Data Team Lead at X-trodes- Claim this Profile
Click to upgrade to our gold package
for the full feature experience.
-
English Native or bilingual proficiency
-
Spanish Limited working proficiency
Topline Score
Bio
0
/5.0 / Based on 0 ratingsFilter reviews by:
Experience
-
X-trodes
-
Israel
-
Hospitals and Health Care
-
1 - 100 Employee
-
Data Team Lead
-
Aug 2023 - Present
Leading the Data Team in data analysis projects that inform R&D, validate X-trodes' novel wearable sensor technology, and advance neurophysiological research.
-
-
Research Data Scientist
-
Aug 2021 - Sep 2023
Spearheading the new applied research department with X-trodes CTO Yael Hanein, where we derive novel insights from and discover meaningful applications of X-trodes' novel biopotential measurement technologies to advance electrophysiological research and motivate future company direction.
-
-
-
-
Research Engineer
-
Aug 2019 - Aug 2021
Leveraging a state-of-the-art wireless multielectrode array (by X-trodes) to push the limits of electrophysiology-based diagnostics research. Projects: • Mapping physiological responses to acute stress with high spatial and temporal resolution • Isolating heart rate from facial electrodes • Analysing effects of electrode materials and design on electrogram signal quality • Ambulatory EEG "in the wild" Main responsibilities and accomplishments: • Designed and implemented experiments and data analysis pipelines • Presented findings and methods • Remained up-to-date with, implemented, and improved upon state-of-the-art algorithms • Developed signal analysis GUI that continues to save lab members and collaborators countless hours in data exploration and analysis per experiment • Ran point with external collaborators to facilitate multidisciplinary projects Show less
-
-
-
Eriksholm Research Centre
-
Denmark
-
Research
-
1 - 100 Employee
-
Research Engineer
-
Oct 2018 - Mar 2019
Investigated objective measures of listening effort to advance hearing aid technology and improve the wellbeing of hearing-impaired individuals. • Conducted controlled experiments measuring pupillary responses during listening tasks. • Applied statistical analyses on relevant signal features to assess listening effort. • Published and presented results internally and externally. • Co-led workshops on conducting and analysing pupillometry-based experiments. Investigated objective measures of listening effort to advance hearing aid technology and improve the wellbeing of hearing-impaired individuals. • Conducted controlled experiments measuring pupillary responses during listening tasks. • Applied statistical analyses on relevant signal features to assess listening effort. • Published and presented results internally and externally. • Co-led workshops on conducting and analysing pupillometry-based experiments.
-
-
-
-
Auxiliar de Conversación (Teaching Assistant)
-
Sep 2014 - May 2016
• Grant awarded by the Spanish government to teach science and English to elementary school students around the outskirts of Madrid. Later hired by a private company to do the same in a secondary school outside of Murcia. • Grant awarded by the Spanish government to teach science and English to elementary school students around the outskirts of Madrid. Later hired by a private company to do the same in a secondary school outside of Murcia.
-
-
-
Chapman University
-
United States
-
Higher Education
-
700 & Above Employee
-
Lead Student Researcher
-
Jun 2012 - Jun 2014
• Led a team of student researchers in investigating preventative measures and risk factors ofosteoporosis.• Became a fast learner of previously uncharted endeavors, maintained command whilstadapting to the needs of and learning from team members, discovered my willingness tosacrifice sleep & free time for the good of the team and advancement of science.
-
-
Tutor
-
Feb 2013 - May 2014
Tutored university students individually, both privately and through Chapman University, in physics, chemistry, biology, math, Spanish, and computer science.
-
-
Student Reader
-
Feb 2012 - Dec 2012
Evaluated computer science programming assignments of university students and provided one-on-one constructive feedback and guidance to improve skills and enhance learning.
-
-
-
The Parkinson's Institute
-
United States
-
Non-profit Organizations
-
Executive Intern
-
Jun 2011 - Aug 2011
Guided and assisted other interns. Shadowed Ph.D researchers in The Parkinson's Institute's laboratory. Assisted in editing The PI’s quarterly newsletter. Organized and maintained database of patients and donors. Corresponded with and made appeals to donors. Guided and assisted other interns. Shadowed Ph.D researchers in The Parkinson's Institute's laboratory. Assisted in editing The PI’s quarterly newsletter. Organized and maintained database of patients and donors. Corresponded with and made appeals to donors.
-
-
Education
-
Danmarks Tekniske Universitet
Master of Science (MSc), Biomedical/Medical Engineering -
Chapman University
Bachelor of Science (B.Sc.), Biochemistry and Molecular Biology