Theodora-Augustina Dragan

Angestellt, Machine Learning Engineer, Fraunhofer-Institut für Kognitive Systeme
München, Germany

Skills

Linux
Bash (Unix shell)
Lernen
Kontinuierlicher Verbesserungsprozess
Technologie
System
PyTorch
Statistik
TensorFlow
Kommunikation
Python
Qualitätsplanung
SwiftUI
Schaltungsdesign
MySQL
Forschung
Deep Learning
Neuronale Netze
ETL
Softwareentwicklung
React
Datenvisualisierung
Data Structures
Qualitätskontrolle
Wirtschaftsinformatik
Künstliche Intelligenz
NumPy
Datenanalyse
Spring Framework
Informatik
Data Science
Gesture Recognition
Neural Network
plotly
Programmierwerkzeuge
MongoDB
Maschinelles Lernen
Physik
Backend
Test
Keras
Git
Java
Anti-Virus
SQL
Qualitätsmanagement
Frontend
Machine Learning
Artificial intelligence
Project Management
MS Office
Communication skills
Software Development
Reliability

Timeline

Professional experience for Theodora-Augustina Dragan

  • Current 3 years and 5 months, since Oct 2022

    Machine Learning Engineer

    Fraunhofer-Institut für Kognitive Systeme

    I constructed classical and quantum machine learning pipelines on academic and industrial use cases, from problem formulation to implementation and data analysis of results. Also coordinated master students on internships and theses.

  • 5 months, Oct 2022 - Feb 2023

    Lehrassistentin

    Ludwig-Maximilians-Universität München

    Developed and presented Jupyter notebook tutorials for students to apply Python research algorithms in the ”Applications of Quantum Computing” course.

  • 1 year, Nov 2021 - Oct 2022

    Werkstudentin

    Institut für Kognitive Systeme GmbH

    Analytically and empirically compared machine learning methods and their quantum counterparts. Development was in Python, with libraries like Pytorch and Tensorflow.

  • 6 months, Oct 2021 - Mar 2022

    Lehrassistentin

    Technical University of München

    Taught seminars and corrected homework for a class of 20 students for the ”Introduction to Quantum Computing” course.

  • 5 months, Jun 2018 - Oct 2018

    Quality Assurance Praktikantin

    Bitdefender GmbH

    Implemented Python and bash scripts and mock libraries to test AI solutions for malware detection

Languages

  • German

    Fluent

  • English

    Fluent

  • French

    Fluent

  • Romanian

    First language

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