Reem Outa

Angestellt, Machine Learning Engineer, Fraunhofer IEG
Miesbach, Germany

Fähigkeiten und Kenntnisse

Project Management
MS Office
Communication skills
Software Development
Team work
Business Development
Business Contacts
Reliability
Consulting
PyTorch
Data Analysis
Computer Science
Cloud Computing
Database
AWS
Programming Language
Data Management
Data Protection
Large language models
Compliance
Microsoft
FastAPI
Microsoft Azure
Python
ML
Data Science
Mathematics
Modeling
Engineering
Customer intelligence
SQL
Systems
Deployment
Git
Machine Learning
Technology
Statistics
Code Reviews
Computer Vision
Logistics
Artificial intelligence
Build Management
Data Structures
Production technologies
Google
Application
Infrastructure
PROGRESS
Foundation
Software
Code
Technology Research
C/C++
MatLab
Java
Research
Search
Project Monitoring
Deep learning
Signal Processing
Image Processing
TensorFlow
Computation
Graphics
Picture synthesis
Unreal Engine
Lighting technology
Visual Effects
Data acquisition
OpenAI
Editing
Individual Software
Development Environments
Software framework
API
Prototyping
Manufacturing engineering
Translation
Domain
GMP
TypeScript
Libraries
Wireless
Hardware Design
Methodology
Neuro-linguistic programming
Data visualisation
MLflow
Art Design
Performance Management
Mechanical Engineering
Robotics
Computer Graphics
Hardware
ADAS
Autonomous driving
neural
Network design
Sports
Data processing
OpenCV
Physics
Linux
Automation
Unit Testing
GitLab
Remote Support
English Language
Software Pipelining
Google Cloud
Data Preparation
Speech Recognition
Sensor technology
Market Development
Microservices
Platform
Python pandas
Data Integration
DevOps
Docker

Werdegang

Berufserfahrung von Reem Outa

  • Current 3 years and 8 months, since Oct 2022

    Machine Learning Engineer

    Fraunhofer IEG

    - Machine Learning based failure detection and prediction for electrical submersible pump in geothermal wells. - Machine Learning driven approach to optimize industrial high-pressure water jetting.

  • 6 months, Feb 2022 - Jul 2022

    Research and Development Engineer

    InSIC

    - Developed and implemented a machine learning framework for the proactive prediction of defects in honeycomb material manufacturing and the optimization of milling tool maintenance. - Analyzed data using statistical AI to identify trends and make data-drive recommendations.

  • 1 year and 5 months, Sep 2020 - Jan 2022

    Research Assistant

    Université de Strasbourg

    - Implementation of live facial recognition for automated attendance tracking with masks. - Research on machine learning for condition-based monitoring on a turning machine.

  • 4 months, Jun 2021 - Sep 2021

    Production Engineer

    Lilium Aviation

    - Development of digital transformation in the materials laboratory and automation of processes. - Implementation of an inline tool system for improved equipment maintenance and inventory management optimization - Introduction of an automated safety walk inspection system to automate the tasks

  • 1 year and 11 months, Jul 2019 - May 2021

    STEM Programming Instructor

    Geek Express

    Taught cybersecurity, robotics, Unity, C, C#, Python, Data Science and Javascript

  • 2 years, Jun 2017 - May 2019

    Research Assistant in Nanotechnology

    Lebanese American University

    Worked closely with the instrumentation and control professor on the manufacturing of Ionic Polymers Metallic Composites (IPMCs) and the possible implementations of this technology in the medical fields.

  • 3 years and 9 months, Sep 2015 - May 2019

    Resident Assistant

    Lebanese American University

    Facilitate the social, academic, and personal adjustment of a diverse student population to the residence hall and university and develop a sense of community among residents while enforcing the rules and regulations of residence hall.

  • 3 years and 9 months, Sep 2015 - May 2019

    Mechanical Engineering Lab Assistant

    Lebanese American University

    Provide the students with fully functional equipment. Order any missing material the lab instructor might need. Perform administrative and proctoring tasks when needed.

  • 1 month, Aug 2018 - Aug 2018

    Supply Chain Operations Engineer

    Gandour

    Optimized the quality processes using the six sigma approach on the collected data.

  • 3 months, Jun 2018 - Aug 2018

    Aeronautical Maintenance Engineer

    Middle East Airline

    Shadowed technicians on a rotational program that included engine maintenance, avionics, composite shop, quality shop, brakes and wheels, CAMO and metal shop, non-destructive testing and decal shop. Collected and analyzed existing processes and documented the step-by-step procedures to assemble and maintain an A320 aircraft engine.

Ausbildung von Reem Outa

  • 2 years, Aug 2020 - Jul 2022

    Mechatronics and Energy

    Université de Strasbourg

  • 4 years and 9 months, Sep 2014 - May 2019

    Mechanical Engineering

    Lebanese American University

Sprachen

  • Arabic

    C2 (Verhandlungssicher / Muttersprachlich)

  • English

    C2 (Verhandlungssicher / Muttersprachlich)

  • French

    C2 (Verhandlungssicher / Muttersprachlich)

  • German

    C1 (Fließend)

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