Sihem K.

Data Scientist

970 dollar

Mon expérience

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KeazyJuly 2021 - Présent

Support of companies in the development of products integrating data science

Chronolife - Real Time Intelligence for HealthcareJanuary 2020 - Présent

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ChronolifeJanuary 2016 - January 2020

Development of connected garment to facilitate the monitoring of chronic diseases management. In charge of product development and the software team (up to 9 people) including data scientist, backend, mobile app and embedded developers
  • Management of product roadmap allowing to develop, put in production, and commercialized the entire SAAS solution including embedded software,

    mobile app, MongoDB database management and web app.
  • Define product development process according to ISO 13485 standard allow to obtain CE mark for Keesense as medical monitoring solution.
  • Lead data scientist: Development of machine learning model in Python and C++ to detect anomalies in physiological data from chronic patients to run locally or using cloud solution (AWS, Azure) with data access via REST API.
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Institut de la VisionJanuary 2012 - January 2016

Determination of visual strategy developed by people affected by vision impairment in searching task;
Evaluation of the influence of neuromorphic event based projection on performance in visual dynamic tasks.
  • Development of experimental devices for asynchronous projection (C++, Python)
  • Neuromorphic computer vision algorithm to evaluate camera pose (Python, OpenCV)
  • Coordination between partners : CIC, labs, industrial partners
  • Conducted experimentation and biostatisical analysis (Python &SPSS)
    Protocols redaction and validation to the ethics comitee (CPP, ANSM, Data compliance)
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AltenJanuary 2011 - January 2012

Working directly with the R&D director to evaluate et define the resources needed

for the development of a new R&D team up to 40 persons;
Definition and redaction of projects; Conducted interviews of future trainees and engineers.
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Bruyère le ChatelJanuary 2009 - January 2011

Development of a software tools for data visualization and image processing for neutronic images using filtering and deconvolution (Python and C++)

Mes compétences

Languages

Java, C++, Python

Big Data

Spark

Others

Team management, Data analysis, ISO, Project Management, Spanish

Technologies

Machine Learning

IT Infrastructure

Docker, Cloud Computing

Databases

MongoDB

Frameworks

OpenCV

Machine Learning

Scikit-Learn, Keras

Mes études et formations

PhD in Computer Science - Sorbonne université2015 - 2016

Master in Machine learning/Signal processing - Sorbonne université2011 - 2012

Bachelors Degree, Applied Physics - Sorbonne université2009 - 2011