Ruth-Emely Pierau

Ruth-Emely Pierau Email and Phone Number

PhD Student at OPTIMA and Monash University in the Faculty of Information Technology and Research Intern at Future Fibre Technologies @ Future Fibre Technologies
mulgrave, victoria, australia
Ruth-Emely Pierau's Location
Melbourne, Victoria, Australia, Australia
About Ruth-Emely Pierau

My experiences so far stem from both research at university and projects at work. I started with deep convoluted neural networks in my bachelor thesis “Bootstrapping Faster R-CNN with Hard Negative Examples”. It dealt mainly with face detection using a convoluted network and hard negative mining. I continued in my graduate studies with writing a paper about the optimization of hyperparameters using a gradient based approach. Afterwards, I completed my master thesis on feature selection using a kernelized lasso. Currently, I am a PhD student at the Monash University. My areas of research are machine learning and computer vision.During my studies, I spent two years abroad with scholarships at Shanghai Jiao Tong University. There, I worked in the Microsoft Key Laboratory of Intelligent Computing and System for one year. That gave me the opportunity to gain experience in computer vision, certain techniques of digital image processing and tools like Caffe and TensorFlow. Before I left for Shanghai, I worked as a student assistant in the EU project “CRYSTAL” at the Daimler Center for Automotive IT Innovations in Berlin where I was assigned to the semantic analysis for the tool chain. Upon my return to Berlin, I joined a start-up as a student junior IT consultant with a focus on machine learning related projects. After one year and a half, I took a position as a student research assistant at Lufthansa Systems. There, I researched dynamic pricing and dynamic ancillary bundling.

Ruth-Emely Pierau's Current Company Details
Future Fibre Technologies

Future Fibre Technologies

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PhD Student at OPTIMA and Monash University in the Faculty of Information Technology and Research Intern at Future Fibre Technologies
mulgrave, victoria, australia
Website:
fftsecurity.com
Employees:
38
Ruth-Emely Pierau Work Experience Details
  • Future Fibre Technologies
    Research Intern
    Future Fibre Technologies Sep 2021 - Present
    Melbourne, Victoria, Australia
  • Lufthansa Systems
    Student Research Assistant
    Lufthansa Systems Jul 2019 - Jan 2020
    Berlin, Berlin, Deutschland
    I joined the innovation team that researched and developed machine learning techniques and models for revenue management in aviation. The projects I was involved with focused on dynamic pricing for airline customers and dynamic ancillary offers.
  • Individual Standard Ivs Gmbh
    Student Junior Technical Consultant
    Individual Standard Ivs Gmbh Oct 2017 - May 2019
    Berlin, Berlin, Germany
    I worked as a junior IT consultant with a focus on machine learning related projects at a start-up. My tasks included: technical consulting, configuration, implementing, testing and evaluation in the area of machine learning, natural language processing, data mining and requirement management.
  • 上海交通大学
    Student Research Assistant
    上海交通大学 Sep 2016 - Jul 2017
    Shanghai City, China
    In the context of a dual master degree program between Berlin's Institute of Technology and Shanghai Jiao Tong University, I worked as a graduate student in the Microsoft Key Laboratory of Intelligent Computing and System which were lead by my supervisor Prof. Hongtao Lu. I researched face detection using convoluted neural networks (CNNs). I gained experience in neural networks, deep learning, computer vision and certain techniques of digital image processing. I mainly used Python, Caffe and Tensorflow.
  • Daimler Center For Automotive Information Technology Innovations
    Student Research Assistant
    Daimler Center For Automotive Information Technology Innovations Mar 2015 - Sep 2015
    Berlin Und Umgebung, Deutschland
    I worked as a student assistant in the EU project "CRYSTAL" where I was assigned to the semantic analysis for the tool chain. Additionally, I prepared the lectures for the postgraduate course in requirement management for automotive systems.

Ruth-Emely Pierau Skills

Machine Learning Convolutional Neural Networks Tensorflow Computer Vision Matlab Linux Caffe Python R Cnn

Ruth-Emely Pierau Education Details

Frequently Asked Questions about Ruth-Emely Pierau

What company does Ruth-Emely Pierau work for?

Ruth-Emely Pierau works for Future Fibre Technologies

What is Ruth-Emely Pierau's role at the current company?

Ruth-Emely Pierau's current role is PhD Student at OPTIMA and Monash University in the Faculty of Information Technology and Research Intern at Future Fibre Technologies.

What schools did Ruth-Emely Pierau attend?

Ruth-Emely Pierau attended Monash University, The University Of Western Australia, Technische Universität Berlin, 上海交通大学, Technische Universität Berlin.

What skills is Ruth-Emely Pierau known for?

Ruth-Emely Pierau has skills like Machine Learning, Convolutional Neural Networks, Tensorflow, Computer Vision, Matlab, Linux, Caffe, Python, R Cnn.

Who are Ruth-Emely Pierau's colleagues?

Ruth-Emely Pierau's colleagues are Dushyant Desle, Joemar Mante, Reginald Jones, Andrew H., Django Scrivener, Gershon Shahar, Roger Abad.

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