Flavius Stefan Nicu

Machine Learning Engineer at IOMED Medical Solutions
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Contact Information
Location
Sabadell, Catalonia, Spain, ES
Languages
  • Rumano -
  • Inglés -
  • Catalán -
  • Español -

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Credentials

  • TensorFlow in Practice Specialization
    deeplearning.ai
    Apr, 2020
    - Sep, 2024
  • Deep Learning Specialization
    Coursera
    May, 2018
    - Sep, 2024

Experience

    • Machine Learning Engineer
      • Aug 2020 - Present
    • United Kingdom
    • Technology, Information and Internet
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Sep 2019 - Apr 2020

      R&D in the NLP field for banks, insurance, call-centers and customer experience businesses solutions as : - Conversational and goal-oriented chat-bot assistants - Semantic search engine that allows querying over enterprise content using text and/or images - Conversations insights that show sentiment and formality analysis, language, intent and entity detection among others - Create NLU and NLG libraries for internal purposes and also collaborate in open-source projects R&D in the NLP field for banks, insurance, call-centers and customer experience businesses solutions as : - Conversational and goal-oriented chat-bot assistants - Semantic search engine that allows querying over enterprise content using text and/or images - Conversations insights that show sentiment and formality analysis, language, intent and entity detection among others - Create NLU and NLG libraries for internal purposes and also collaborate in open-source projects

    • Spain
    • Automotive
    • 700 & Above Employee
    • Computer Vision Engineer
      • Apr 2019 - Sep 2019

      ADAS (Advanced Driver-Assistance Systems) Engineer. Improve soil detection solution for the first world camera-based digital mirrors for Audi e-tron, applying highly optimized ML and CV algorithms for embedded hardware. ADAS (Advanced Driver-Assistance Systems) Engineer. Improve soil detection solution for the first world camera-based digital mirrors for Audi e-tron, applying highly optimized ML and CV algorithms for embedded hardware.

    • Spain
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Machine Learning and Computer Vision Engineer
      • Dec 2014 - Mar 2019

      In charge of the R&D collaboration with BSC (Barcelona Supercomputing Center – UPC Barcelona) to apply state-of-the-art and find new NLP and CV solutions that can be used for document classification and structured data extraction. This research results on a reduction of 50% of the manual documentation revisions over the old systems that we had.Lead and provide guidance in the software architecture and development of a real-time and cross-platform SDK for mobile devices to detect, classify and extract structured information of documents, applying Computer Vision and Machine Learning solutions. The SDK was implemented in Spanish bank mobile devices, partially replacing traditional IDs, Passports and checks scanners in the offices. Show less

    • MLOps intern
      • Jun 2014 - Dec 2014

      Design and develop new functionalities for multi processing agents in production servers.

    • Advisor
      • Feb 2018 - Feb 2019

      Participation in the inception and design of computer vision algorithms Participation in the inception and design of computer vision algorithms

    • Spain
    • Research Services
    • 100 - 200 Employee
    • Knowledge transfer engenieer
      • Jan 2015 - Aug 2015

Education

  • Universitat Autònoma de Barcelona
    Bachelor's degree, Computer Science - Machine Learning
    2011 - 2015

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