Zohreh Mostaani

Zohreh Mostaani Email and Phone Number

Machine Learning Engineer @ Sleepiz AG
Martigny, VS, CH
Zohreh Mostaani's Location
Martigny, Valais, Switzerland, Switzerland
About Zohreh Mostaani

Zohreh Mostaani got her B.Sc. in Electrical Engineering from University of Tehran, Iran, and her M.Sc. in Electrical and Electronics Engineering from Ozyegin University, Turkey. During her Master's she worked on ``Optical Wireless Communication''. Later, she started an Internship at the ``Perception and Activity Understanding'' group at Idiap research institute, Switzerland. There, she worked on ``Gaze Estimation'' using deep learning approaches. Afterwards, she carried out an internship at the ``Speech and Audio Processing'' group at Idiap. She worked on software development for a speech recognition webserver where she got to work on not only speech technologies but also software design and server-client paradigms. She continued her work initially as an intern and later as a ``Research and Development Engineer'' in the ``Biometrics Security and Privacy'' group at Idiap during which she organized three biometric data collections, studied the impact of makeup on the deep learning based face recognition systems using Bob (a machine learning and signal processing toolkit), and was involved in the development of BEAT (a framework for machine learning experiments). She is now a PhD student at EPFL university and works as research assistant in the `Speech and Audio Processing'' group at Idiap. Her research is in understanding the relation between speech and physiological signals using machine learning and signal processing methods.

Zohreh Mostaani's Current Company Details
Sleepiz AG

Sleepiz Ag

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Machine Learning Engineer
Martigny, VS, CH
Website:
sleepiz.com
Employees:
41
Zohreh Mostaani Work Experience Details
  • Sleepiz Ag
    Machine Learning Engineer
    Sleepiz Ag
    Martigny, Vs, Ch
  • Idiap Research Institute
    Research Assistant
    Idiap Research Institute Feb 2020 - Present
    Martigny, Valais, Switzerland
    I am working in the Speech and Audio Processing group at Idiap research institute. My current research is in understanding the relation between speech and physiological signals using machine learning and signal processing methods.
  • Idiap Research Institute
    Research And Development Engineer
    Idiap Research Institute Apr 2019 - Feb 2020
    Martigny, Switzerland
    I worked as a Research and Development Engineer at Biometrics Security and Privacy group at Idiap. I continued my work during internship on the BEAT framework and data collection.I conducted research in the biometrics field such as studying vulnerability of CNN based facerecognition systems to makeups as presentation attacks.
  • Idiap Research Institute
    Internship
    Idiap Research Institute Oct 2017 - Apr 2019
    Martigny, Switzerland
    I worked as an intern in Biometrics Security and Privacy group at Idiap. I worked on biometric data collections for face recognition and face anti-spoofing, includingpreparing the data collection protocol, organizing and performing the data collection, anddata curation.I also worked on the BEAT framework by conducting machine learning experiments on local andweb based platform. Designing and performing tests on different components of the frame-work to ensure correct functionalities of new features, and updating and reorganizing thedocumentation for the whole project to reflect many newly added features.
  • Epfl (École Polytechnique Fédérale De Lausanne)
    Phd Student
    Epfl (École Polytechnique Fédérale De Lausanne) Feb 2020 - Present
    Lausanne, Vaud, Switzerland
    I am a PhD student at EE department of EPFL.
  • Idiap Research Institute
    Internship
    Idiap Research Institute Dec 2016 - May 2017
    Martigny, Switzerland
    I worked as an intern in the Speech and Audio Processing group at Idiap. I extended an open source Automatic Speech Recognition (ASR) platform by adding the ability to work with speaker adapted models and automatizing the running procedure for easy usage. The framework was consists of several nodes, each implemented in a docker image and they communicated with each other using different protocols. During this Internship, I learned about networking protocols, different environments and frameworks for developing servers, and object oriented programming. I also became familiar with new programming languages such as JavaScript, HTML, and C++. Moreover, I got to use version control systems and learn how to properly test and document a code.
  • Idiap Research Institute
    Internship
    Idiap Research Institute Jun 2016 - Nov 2016
    Martigny, Switzerland
    I worked as an intern in the Computer Vision group at the Idiap research institute during which I learned more about different types of neural networks, and I also became familiar with machine learning toolkits for training neural nets such as Theano, Tensorflow, and Caffe. I also participated in a deep learning workshop which has been held in Idiap and it gave me much more insight into this area. I trained a convolutional neural network for estimating gaze direction.
  • Özyeğin University
    Teaching Assistant For Linear Algebra
    Özyeğin University Sep 2014 - 2015
    Istanbul, Turkey
    I held recitation classes and office hours for students every week in which I solved sample questions for them and discussed their problems. I also was grading all written documents.
  • Özyeğin University
    Graduate Research Assistant
    Özyeğin University Jan 2012 - 2015
    Istanbul, Turkey
    I have applied different diversity techniques such as MIMO and relay assisted communications in free space optics (FSO) considering different turbulence channels from weak to strong. I used MIMO in a channel with Gamma-Gamma distribution with inner scale and aperture averaging effects simultaneously. I also investigated the outage performance in a cooperative communication system with all-optical relays over strong turbulence channel for different relay selections protocols and used MATLAB, MATHEMATICA, and Python to obtain the results. Then I started working on spatial modulation in FSO and used this modulation in a relay assisted communication system.
  • Özyeğin University
    Teaching Assistant For Math 103, 105, 104, And 106.
    Özyeğin University Sep 2013 - 2014
    Istanbul, Turkey
    I have been teaching assistant for mathematics for two consecutive semesters. My responsibilities was meeting with students upon their request to discuss their problems and grading the written documents.
  • Özyeğin University
    Teaching Assistant For Physics 101 And 102 Laboratories
    Özyeğin University Jan 2012 - Sep 2013
    Istanbul, Turkey
    I have been teacher assistant for physics laboratories for three consecutive semesters. I thought the lab portions to the students and supervised them in the laboratory for doing the experiments. I was grading all written documents and moreover I met with students upon their request to answer their questions.

Zohreh Mostaani Education Details

Frequently Asked Questions about Zohreh Mostaani

What company does Zohreh Mostaani work for?

Zohreh Mostaani works for Sleepiz Ag

What is Zohreh Mostaani's role at the current company?

Zohreh Mostaani's current role is Machine Learning Engineer.

What schools did Zohreh Mostaani attend?

Zohreh Mostaani attended Epfl (École Polytechnique Fédérale De Lausanne), Özyeğin Üniversitesi, University Of Tehran.

Who are Zohreh Mostaani's colleagues?

Zohreh Mostaani's colleagues are Rutuja Radkar, Ashvin Vadher, Shubham Kudale, Pragnya Sharma, Priyanshu Singh, Ramesh Rath, Ankit Bhadauriya.

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