Michelle Hoogenhout Email and Phone Number
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Behavioural data scientist interested in wearables/health care, tech education, and DS for social good. In my past positions I have strategically built out data science departments to create business value and refine products.Tech Stack: Python, R, SQL, Docker, Tensorflow, TableauMachine Learning: Neural networks, random forests and boosting, time series, regression, Natural Language Processing (NLP), clustering, signal processing, Data science roles:- Lead data scientist at Hydrostasis Inc.- Data science instructor at Galvanize Inc.- Co-founder & data scientist, Ingane Health- Managed a team of data scientists, data engineers and web developers at Umuzi- Lectured in statistics and cognitive neuroscience Research:Previously, I have done research on the genetics of neurodevelopmental disorders such as autism and ADHD in African populations. The research findings may help to improve diagnosis and treatment of neurodevelopmental disorders in populations that have previously been excluded from research.About me:When I am not working, I like hiking in the mountains with my dogs and learning new languages.
Hydrostasis, Inc.
View- Website:
- hydrostasis.com
- Employees:
- 8
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Hydrostasis, Inc.California, United States
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Lead Data ScientistHydrostasis, Inc. Sep 2021 - PresentSan Diego, California, UsHydrostasis Inc. is developing a Personal Hydration Index based on scientific methodologies, advanced wearable technology and machine learning.Applied signal processing and statistical/machine learning to predict human hydration using a wrist-worn optical sensor.
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Co-FounderIngane Health Oct 2019 - PresentCo-founder of mobile health platform that enables child care workers to identify at-risk children, provide information on management of conditions, and connect clients with local health care services.
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Instructor, Senior Data ScientistGalvanize Inc Sep 2020 - Aug 2021Boulder, Colorado, UsGalvanize is a 21st century school for engineers, entrepreneurs and data scientists, with eight campuses across the U.S. that promote belonging and celebrate courage and growth. Teaching: Statistics, Probability, Machine Learning/ Deep Learning, Python, SQL, AWS, MongoDB, Tableau, Excel. -
Data Science ConsultantUmuzi.Org Jun 2018 - Oct 2019Johannesburg, Gauteng, ZaTraining the next generation of data scientists in programming, analytics and database skills. -
Head: Data ScienceUmuzi.Org Jun 2018 - Jul 2019Johannesburg, Gauteng, Za• Head of tech departmento Supervised management team of 7 web developers, data scientists and data engineerso Initiated company partnerships with BBD, PWC, Primedia and others• Teaching and curriculum developmento Created data science curriculum, going from 0 to 17 students in a span of 8 months o Taught students Python, Machine Learning, and Statistical Analysis via lecture, one-on-one training, and self-published assignmentso Held workshops on negotiation, public speaking and technical interviews, increasing student placement by 20%• Analyticso Designed and implemented psychological testing of internal applicants, created ETL pipeline, and obtained actionable insights from data. o Surveyed and conducted focus groups for Uber to create a part-time training course for driver partnerso Consulted on data ETL pipeline, analysis, and monitoring and evaluation strategy for Allan Gill Gray Philanthropy• Languages/ Technologies used: Python (incl. Numpy, Scipy, Pandas, Scikit-learn), R, MySQL, Linux, Docker, Airflow, Git, Google Data Studio
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Fellow: Global Initiative In Neuropsychiatric Genetics Education In ResearchBroad Institute Of Mit And Harvard Feb 2017 - Feb 2019Cambridge, Ma, UsGINGER is a two-year global neuropsychiatric genetics training program established by the Broad Institute, the Harvard T.H. Chan School of Public Health, and research and academic institutions in Ethiopia, Kenya, South Africa and Uganda. -
Postdoctoral Research FellowUniversity Of Cape Town Feb 2017 - Jun 2018Cape Town, Western Cape, Za• Researched genetic risk for developmental disorders in collaboration with the Kenya Medical Research Institute (KEMRI), Harvard and the Univ. of Cape Town • Used general additive and hierarchical linear models to predict risk factors for poor fetal and infant growth outcomes -
Contract LecturerUniversity Of Cape Town Jul 2011 - Dec 2017Cape Town, Western Cape, ZaLecturing in research methods and neuropsychology.
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TutorUniversity Of Cape Town Feb 2009 - Dec 2017Cape Town, Western Cape, ZaStatistics (postgraduate); developmental psychology; cognition and neuroscience.
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Phd Psychology (Neuropsychology)University Of Cape Town Jun 2011 - May 2017Cape Town, Western Cape, ZaPsychophysiological research, including electromyography, electrocardiography, impedance cardiography and electrodermal measurement, as well as cognitive and behavioural assessments.
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Research AssistantUniversity Of Cape Town 2011 - 2014Cape Town, Western Cape, ZaCollaborative Initiative on Fetal Alcohol Spectrum Disorders, a NIH/NIAAA U01 multi-centre study (2011 - 2012). Duties: Preparing and habituating children for magnetic resonance imaging; administering neuropsychological tests; data analysis.University of Cape Town Autism Research Group (2011 - 2014). Duties: Conducting clinical observations, semi-structured interviews and focus groups with families.
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Student & Trainee CommitteeInternational Society For Autism Research 2015 - Jun 2018- Chair, Student and Trainee Committee, Africa-Regional International Meeting for Autism Research- Organisation of the annual INSAR Summer Institute, a free online webinar series for autism researchers and students- Organisation of student & trainee events at the annual International Meeting for Autism Research.
Michelle Hoogenhout Education Details
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University Of Cape TownResearch Psychology -
University Of Cape TownPsychology
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Stellenbosch UniversityHuman Life Sciences
Frequently Asked Questions about Michelle Hoogenhout
What company does Michelle Hoogenhout work for?
Michelle Hoogenhout works for Hydrostasis, Inc.
What is Michelle Hoogenhout's role at the current company?
Michelle Hoogenhout's current role is Lead data Scientist at Hydrostasis, Inc..
What is Michelle Hoogenhout's email address?
Michelle Hoogenhout's email address is mh****@****sis.com
What schools did Michelle Hoogenhout attend?
Michelle Hoogenhout attended University Of Cape Town, University Of Cape Town, Stellenbosch University.
Who are Michelle Hoogenhout's colleagues?
Michelle Hoogenhout's colleagues are Jean Flores, Hannah Price-Violante.
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