Annalisa Baronetto

Angestellt, Senior Machine Learning Engineer, Doctos GmbH
Studentin, Computer Science, Albert-Ludwigs-Universität Freiburg
Erlangen, Deutschland

Fähigkeiten und Kenntnisse

Signal Processing
Testing
Quality Control
Data Analysis
Robotics
MatLab
LabVIEW
C (programming language)
Python
Microsoft Office
Patient (health care)
Research and Development
Rapid Prototyping
Deep Learning
Problem Solving
Teamplayer
Flexible
Cloud Computing
Artificial intelligence
Machine Learning
Data Science
ISTQB
Software Test
Software Validation
ISO 13485
Biomedical Engineering

Werdegang

Berufserfahrung von Annalisa Baronetto

  • Bis heute 6 Monate, seit Feb. 2025

    Senior Machine Learning Engineer

    Doctos GmbH
  • 10 Monate, März 2024 - Dez. 2024

    Software Engineer - Data Scientist

    panthr healthtech

    - Designed and implemented algorithms for strength training monitoring using inertial wearable sensors and smart textiles, enhancing telemedicine solutions for posture analysis and cancer patient care. - Developed real-time data collection and analysis platforms, including web and smartphone applications, to monitor and analyze biomechanical data during physical exercises. - Collaborated with cross-functional teams to drive innovation in wearable technology and telemedicine applications.

  • 1 Jahr und 1 Monat, Feb. 2023 - Feb. 2024

    PhD Student - Research Scientist

    Hahn-Schickard-Gesellschaft für angewandte Forschung e.V.

    (formerly at Friedrich-Alexander Erlangen-Nürnberg, lab relocation) - Optimized and compressed deep learning models (e.g., Efficient-U-Net) for deployment on wearable prototypes, including the GastroDigitalShirt, used for digestion monitoring. - Developed AI-enhanced methods for early detection of chronic digestive disorders, such as inflammatory bowel disease.

  • 3 Jahre und 10 Monate, Apr. 2019 - Jan. 2023

    PhD Student - Research Scientist

    Friedrich-Alexander Universität Erlangen-Nürnberg

    - Designed and prototyped novel wearables, including smart garments with integrated electronics and AI-driven personalization, for telemedicine. - Developed AI algorithms for detecting and classifying body sounds. - Planned and supervised clinical studies, gathered patient data, and improved prototype comfort and functionality. - Developed a non-invasive smart shirt for monitoring inflammatory bowel diseases, supporting physicians in improving diagnostic accuracy and treatment personalization.

  • 9 Monate, Apr. 2019 - Dez. 2019

    Marie Skłodowska-Curie Fellow

    European Commission

  • 6 Monate, Feb. 2018 - Juli 2018

    Quality & Regulatory Affairs Assistant

    Philips Spa

    - Post market surveillance of medical devices placed in the IIG market – Italy, Israel and Greece – in collaboration with remote resources from the countries. - Management of the official communication with the Ministry of Health. - Records maintenance of products registered in IIG markets and FSN-FCO notifications. - Validation of internal Philips S.p.A. management tools to ensure compliance with ISO13485 standard. - Training on EU Medical Device Regulation 2020.

  • 4 Monate, Okt. 2017 - Jan. 2018

    Software Tester

    Alten Italia

    - Internship at SIA S.p.a. as a consultant employee of ALTEN Italia, performing software tests remotely for third party clients. - Use of test manager tools. Use of SQL language, JCL and COBOL interfaces. - Training on ISTQB fundamentals.

  • 5 Monate, Feb. 2017 - Juni 2017

    Trainee

    Universitat de Barcelona

    Master project at the Electronics Department on the development of a robotic arm prototype. Two control systems were designed and implemented for separate applications. A motion tracking based wireless control system with Kinect and Leap Motion sensors was developed for robotic surgery applications. A myoelectric control system was developed for trans-humeral prosthesis applications.

  • 5 Monate, Sep. 2016 - Jan. 2017

    Trainee

    Hospital Clínic de Barcelona

    - Training on hospital organization, clinical workflows, key technologies in use in different medical specialties. - Weekly visits at the hospital facilities to gain first-hand understanding of medical procedures and the use of medical devices for diagnosis and treatment.

  • 4 Monate, März 2015 - Juni 2015

    Trainee

    Fondazione Un Passo Insieme

    Analysis of physiological data acquired from patients with neurological diseases, including NIRS signals to evaluate how the brain compensates the lack of oxygen in different patient’s conditions, in collaboration with the medical staff of the clinic.

Ausbildung von Annalisa Baronetto

  • Bis heute 2 Jahre und 6 Monate, seit Feb. 2023

    Computer Science

    Albert-Ludwigs-Universität Freiburg

    Complete of PhD started at FAU Erlangen-Nurembergdue to lab relocation in 2022.

  • 3 Jahre und 10 Monate, Apr. 2019 - Jan. 2023

    Computer Science

    FAU Erlangen-Nürnberg

  • 1 Jahr und 11 Monate, Sep. 2015 - Juli 2017

    Biomedizintechnik

    Politecnico di Torino

    Biomedical signal processing, bioimage processing, bioinformatics, biomedical data analysis, robotics, LEAN processes, hospital organization.

  • 2 Jahre und 11 Monate, Sep. 2012 - Juli 2015

    Biomedizintechnik

    Politecnico di Torino

    Mechanics, electronic circuits, biomaterials.

Sprachen

  • Italienisch

    Muttersprache

  • Englisch

    Fließend

  • Spanisch

    Fließend

  • Deutsch

    Gut

XING – Das Jobs-Netzwerk

  • Über eine Million Jobs

    Entdecke mit XING genau den Job, der wirklich zu Dir passt.

  • Persönliche Job-Angebote

    Lass Dich finden von Arbeitgebern und über 20.000 Recruiter·innen.

  • 22 Mio. Mitglieder

    Knüpf neue Kontakte und erhalte Impulse für ein besseres Job-Leben.

  • Kostenlos profitieren

    Schon als Basis-Mitglied kannst Du Deine Job-Suche deutlich optimieren.

21 Mio. XING Mitglieder, von A bis Z