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Work Background
Self-employedData Science Consultant
Sep. 2024Valencia, Valencian Community, SpainLeveraging machine learning, statistics, and visual storytelling to solve and explain problems within hard sciences to digital humanities. Prospective clients, feel free to reach out!
X-trodesData Team Lead
Aug. 2023 - Nov. 2024Herzliya, Tel Aviv District, IsraelLeading the Data Team in data analysis projects that inform R&D, validate X-trodes' novel wearable sensor technology, and advance neurophysiological research.
X-trodesResearch Data Scientist
Aug. 2021 - Sep. 2023Herzliyya, Tel Aviv, IsraelSpearheading 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.
Tel Aviv University Center for Nanoscience and NanotechnologyResearch Engineer
Aug. 2019 - Aug. 2021Tel Aviv Area, IsraelLeveraging 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
Eriksholm Research CentreResearch Engineer
Oct. 2018 - Mar. 2019Copenhagen Area, DenmarkInvestigated 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.
Ministerio de Educación, Cultura y DeporteAuxiliar de Conversación (Teaching Assistant)
Sep. 2014 - May. 2016Spain (various locations)• 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 UniversityTutor
Feb. 2013 - May. 2014Orange, CATutored university students individually, both privately and through Chapman University, in physics, chemistry, biology, math, Spanish, and computer science.
Chapman UniversityLead Student Researcher
Jun. 2012 - Jun. 2014Orange, CA• Led a team of student researchers in investigating preventative measures and risk factors of
osteoporosis. • Became a fast learner of previously uncharted endeavors, maintained command whilst
adapting to the needs of and learning from team members, discovered my willingness to
sacrifice sleep & free time for the good of the team and advancement of science.
Chapman UniversityStudent Reader
Feb. 2012 - Dec. 2012Orange, CAEvaluated 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 InstituteExecutive Intern
Jun. 2011 - Aug. 2011Sunnyvale, CAGuided 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.
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