Jamilah Foucher

France

@j622amilah

Data Scientist

Badges

Problem Solving
CPP
Java
Python
Days of Code
Days of JS
Sql

Certifications

j622amilah has not earned any certificates yet.

Work Experience

  • Staff Scientist

    Euromov•  March 2016 - March 2020

    Staff Scientist for a project on Spatial Disorientation (SD) Prediction. • Data science tasks: Performed a state-of-the-art literature review of SD accidents and solutions. Performed a cohort analysis using NLP text methods to show which types of solutions correspond to each type of accident. Created experimental workflows using Simulink and Matlab, to quickly design Virtual Reality motion simulator experiments; collected human response data during an SD situation. Classified and predicted SD perception, compared prediction using different ML tuning parameters. • Additional tasks: Supervised 1 MS and advised 1 PhD & 1 MS student and communicated results to non-technical stakeholders. Wrote an internal report for Airbus stakeholders & 3 technical papers for the scientific community. • Project Impact: Project encouraged future investments (equipment purchases for the future: +5K€)

  • Staff Scientist

    Advanced Telecommunications Research Institute International (ATR)•  August 2012 - June 2015

    Staff Scientist on a project for EEG Artifact Prediction. • Data science tasks: Collected human EEG and NIRS data using a 6-channel dry electrode headset in a naturalistic daily-life setting (BMI Smart House); performed naturalistic, motor imagery, and intention experiments. Classified daily-life data to predict behavior or artifacts (breathing, blinking, talking). Presented a live demonstration & wrote 1 technical paper for the scientific community. • Project Impact: Project encouraged future investments (equipment purchase: $+10K) Staff Scientist on a project for Stress & Comfort Prediction. • Data science tasks: SVM/LDA classification of stress/comfort using EEG measurements and skin conductance, wrote 3 technical papers for scientific community.

Education

  • University of California, Santa Barbara

    Mechanical Engineering with Computer Science & Engineering emphasis, PhD•  August 2005 - June 2012

    PhD Mechanical Engineering (2005 – 2012) NSF IGERT Program in Computational Science and Engineering University of California, Santa Barbara (UCSB), USA

  • State University of New York at Binghamton

    Electrical Engineering, BS•  August 1999 - May 2003

Skills

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