Alberto Torin, Data Scientist and Developer in Cagliari, Province of Cagliari, Italy
Alberto Torin

Data Scientist and Developer in Cagliari, Province of Cagliari, Italy

Member since February 19, 2019
Alberto has a background in physics and holds a PhD from the University of Edinburgh. Over the course of his career, he's worked in a variety of roles. While in academia, he's worked on a numerical solution for partial differential equations and analyzed experimental and synthetic data. Recently, he's worked as a freelance technical writer and developer for open-source and commercial projects. His favorite languages are Python and MATLAB.
Alberto is now available for hire

Portfolio

Experience

Location

Cagliari, Province of Cagliari, Italy

Availability

Part-time

Preferred Environment

Python, Git

The most amazing...

...project I've worked on is the simulation of percussion instruments, based on physical models, to obtain synthetic sounds with numerical algorithms.

Employment

  • Data Scientist | Computer Vision Engineer

    2020 - PRESENT
    Freelance
    • Developed deep learning computer vision algorithms for detecting the main five luxury fashion brands on people's clothes from live camera streams.
    • Developed deep learning computer vision algorithms for face mask detection in shops.
    • Optimized deep learning models with Intel OpenVINO to run on IoT devices.
    Technologies: Python, TensorFlow, Keras, OpenCV, OpenVINO
  • Technical Writer | API Integration Manager

    2020 - PRESENT
    Freelance
    • Wrote technical documentation and style guides for the integrations connecting with a hub in the food industry.
    • Offered technical support for developers of 3rd party integrations.
    • Oversaw the project management of developers working on internal API integrations.
    Technologies: REST APIs, Postman, Git
  • App Developer

    2018 - PRESENT
    Self-employed
    • Created a cross-platform program that optimizes the reverberation time given the parameters of a room (dimensions, materials, etc) and some user-defined inputs. Implementing optimization techniques enabled us to find the best answer automatically rather than with a manual process based on trial and error.
    Technologies: Python, NumPy, SciPy, Tkinter
  • Python Developer | Computer Vision Engineer | Technical Writer

    2019 - 2020
    Center for Advanced Studies, Research and Development in Sardinia (CRS4)
    • Developed deep learning algorithms to fashion brand recognition in live camera streams.
    • Developed, debugged, and tested novel features for SHADO, a content management platform for news-related content.
    • Researched methods to debug Docker containers locally and via SSH with the latest Visual Studio Code extensions.
    Technologies: Python, TensorFlow, Keras, OpenCV, OpenVINO, Docker
  • Technical Writer

    2017 - 2018
    Italian Digital Team
    • Wrote the documentation for Italy's digital projects, blog posts and articles about the project.
    • Created style guides for content creation.
    • Tested the documentation platform.
    • Automated the content creation with Python scripts.
    Technologies: Python, reStructuredText, Git
  • Post-doctoral Research Associate

    2015 - 2017
    University of Edinburgh
    • Developed graphene microsensors for adaptive acoustic transduction (GMAAT).
    • Built numerical simulations of an integrated vibroacoustic transduction system with accompanying electronics.
    • Analyzed experimental data using signal processing techniques.
    Technologies: MATLAB, Python

Experience

  • Next Generation Sound Synthesis (NESS) (Development)
    http://www.ness.music.ed.ac.uk/

    This is a numerical simulation for musical instruments based on physical models.

Skills

  • Languages

    Python, HTML, JavaScript
  • Tools

    MATLAB, Seaborn
  • Other

    Physics Simulations, Numerical Methods, OpenVINO, Technical Documentation, Sound, Data Analysis, Machine Learning, Partial Differential Equations, TkInter, Digital Signal Processing
  • Libraries/APIs

    TensorFlow, OpenCV, Pandas, Sklearn, Matplotlib
  • Paradigms

    Data Science
  • Frameworks

    Flask
  • Platforms

    Heroku

Education

  • PhD degree in Acoustics
    2012 - 2015
    University of Edinburgh - Edinburgh, UK
  • Master's degree in Physics
    2008 - 2011
    Università degli Studi di Padova - Padova, Italy
  • Exchange student in Physics
    2008 - 2008
    University of California, San Diego - San Diego, CA, USA
  • Bachelor's degree in Physics
    2004 - 2007
    Università degli Studi di Padova - Padova, Italy

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