Victoria Smith Hussain, PhD
Senior Algorithm Engineer at Blast Motion, Inc.- Claim this Profile
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Experience
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Blast Motion, Inc.
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United States
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Spectator Sports
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1 - 100 Employee
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Senior Algorithm Engineer
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Jun 2023 - Present
United States
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Masimo
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United States
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Medical Equipment Manufacturing
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700 & Above Employee
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Senior Algorithm Engineer
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Jun 2021 - May 2023
Irvine, California, United States Led a team of four algorithm engineers developing signal processing algorithms for Masimo W1, an advanced health tracking watch. - Created project roadmap and milestones for seven major algorithms across multiple Masimo products. - Mentored junior engineers in coding patterns, best practices, signal processing techniques, and presentation skills. - Implemented version control, code reviews, and coding style guides for better collaboration across team members. - Optimized… Show more Led a team of four algorithm engineers developing signal processing algorithms for Masimo W1, an advanced health tracking watch. - Created project roadmap and milestones for seven major algorithms across multiple Masimo products. - Mentored junior engineers in coding patterns, best practices, signal processing techniques, and presentation skills. - Implemented version control, code reviews, and coding style guides for better collaboration across team members. - Optimized algorithms to reduce computation cost and power consumption, while maintaining high sensitivity and specificity rates using MATLAB. - Designed and implemented algorithms that track human movement in day-to-day activities, such as walking, driving, doing housework and office activities, etc. in MATLAB and embedded C. - Presented algorithm design and results to senior leadership. - Designed and monitored studies to evaluate algorithm performance and compare performance against competitors. - Communicated and collaborated across departments to integrate algorithms in device firmware and create APIs for user interfaces. Show less
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Force Impact Technologies Inc.
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United States
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Public Safety
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1 - 100 Employee
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Director of Biomedical Engineering and Research
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Mar 2020 - May 2021
Tempe, Arizona, United States Led development of digital signal processing algorithms for FITGuard, an instrumented mouthguard using 3-axis inertial measurement units to detect impacts in contact sports - Validated data from the FITGuard, creating filters to improve the precision and accuracy of data collection in MATLAB and Python 3.8 - Performed feature engineering to characterize the severity of impacts and detect false impact - Collaborated with engineering, business leadership, and 3rd party contractors… Show more Led development of digital signal processing algorithms for FITGuard, an instrumented mouthguard using 3-axis inertial measurement units to detect impacts in contact sports - Validated data from the FITGuard, creating filters to improve the precision and accuracy of data collection in MATLAB and Python 3.8 - Performed feature engineering to characterize the severity of impacts and detect false impact - Collaborated with engineering, business leadership, and 3rd party contractors to define and prioritize product features to create a minimum viable product - Communicated with university laboratories and other companies to discuss and plan potential partnerships - Designed experimental protocols for lab performance verification and validation of the FITGuard using a linear impactor with a 50th-percentile Hybrid III neck and headform, the gold standard for testing the safety of new sports equipment - Designed and conducted beta/pre-clinical trials in high school football and semi-professional rugby players - Authored annual research budget, internal and external experimentation protocols, and internal reports summarizing findings - Introduced the company to JIRA, utilizing Kanban boards to manage the product development lifecycle - Created Git repositories for managing our code base - Designed and filed a provisional patent for false impact detection algorithm for the FITGuard Show less
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Arizona State University
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United States
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Higher Education
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700 & Above Employee
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Graduate Researcher
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Aug 2014 - Dec 2019
Tempe, Arizona Create, implement, analyze, and report/publish gait and balance studies in the pursuit of reducing and preventing falls. This requires in-depth knowledge of experimental design and a plethora of methods for collecting data, transforming of data into usable formats, and analyzing data. - Dissertation standardized the method for calculating a leading indicator of gait stability using inertial measurement units (IMUs) which has been linked to fall risk - Designed and conducted… Show more Create, implement, analyze, and report/publish gait and balance studies in the pursuit of reducing and preventing falls. This requires in-depth knowledge of experimental design and a plethora of methods for collecting data, transforming of data into usable formats, and analyzing data. - Dissertation standardized the method for calculating a leading indicator of gait stability using inertial measurement units (IMUs) which has been linked to fall risk - Designed and conducted experiments using motion capture, force plates, and IMUs to characterize gait and balance of young adult, healthy elderly, and fall-prone populations - Developed custom MATLAB functions for time-series nonlinear dynamical analyses and created methods for identifying movement specific features (e.g. turning, sitting, standing, heel contacts during walking) - Investigated sensitivity of nonlinear parameters for determining stability of gait - Conducted extensive data analysis via MATLAB and statistical analysis using JMP and SPSS - Mentored 15 undergraduate researchers, teaching biomechanics principles, data collection methods, and analysis techniques Research Interests: Fall risk assessment tools, Nonlinear dynamics, Biomechanics, Sports Biomechanics Show less
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Barrow Neurological Institute
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United States
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Hospitals and Health Care
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400 - 500 Employee
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Clinical Researcher
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Jul 2016 - Jun 2019
Muhammad Ali Parkinson Center 240 W Thomas Rd, Phoenix, AZ 85013 Design and execute basic science and pharmaceutical-based clinical studies for reducing and preventing falls in Parkinson’s disease and other populations at a high risk of falling - Lead Researcher at the Renee & Bob Parson’s Fall Research and Prevention Center - Analyzed biomechanical data and patient medical history for clinical drug trial investigating and assessing surgical outcomes - Designed, implemented, documented, and analyzed human subject studies from end to end while… Show more Design and execute basic science and pharmaceutical-based clinical studies for reducing and preventing falls in Parkinson’s disease and other populations at a high risk of falling - Lead Researcher at the Renee & Bob Parson’s Fall Research and Prevention Center - Analyzed biomechanical data and patient medical history for clinical drug trial investigating and assessing surgical outcomes - Designed, implemented, documented, and analyzed human subject studies from end to end while collaborating with physicians, nurses, and 3rd party sponsors. - Wrote 3 grant applications to outside funding agencies/companies; resulting in $150,000 of received funding - Authored experimental protocols and Institution Review Board (IRB) proposals for two sponsored clinical research studies as well as three within group initiatives; resulting in three conference presentations and two publications still being reviewed. - Organized all study data and regulatory files for HIPAA compliance Show less
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Engineering and Administrative Support
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May 2014 - Oct 2014
602 S Perry Ln, Tempe, AZ 85281 - Processing new cases and initial engineering evaluations - Maintaining company Microsoft Access database
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Undergraduate Researcher
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Apr 2012 - May 2014
Electrochemical detection of pregnancy hormones for the development of a fertility sensor - Collected electrochemical data on target hormones that are markers for different stages of fertility and pregnancy, which have correlation to the over health of the user - Experiments involve cyclic voltammetry, AC impedance spectroscopy, and antibody immobilization onto gold disk electrodes - Awarded 3 FURI (Fulton Undergraduate Research Initiative) Grants
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Data Entry Clerk
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Oct 2011 - May 2014
- Submit chemical inventories by researcher and lab into the database for efficient tracking and safety regulations - Maintain database entries and do quality checks
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Engineering Internship
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Nov 2009 - May 2010
Tempe, Arizona - Participated in LES Engineering Sub-grid Modeling of Liquid Gas Phase Interface Dynamics Project - Designed a water nozzle using advanced calculus and physics to meet pressure and spray area requirements working three to four hours per week after school - Generated paper and presented findings to the Scottsdale Math and Science Academy - Utilized Microsoft Office applications including Word, Excel and PowerPoint and used ANSYS simulation software
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Education
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Arizona State University
Doctor of Philosophy - PhD, Bioengineering and Biomedical Engineering -
Arizona State University
Master of Science (MSc) Biomedical Engineering, Biomechanics -
Arizona State University
Bachelor of Applied Science (B.A.Sc.), Biomedical/Medical Engineering