The portrait of Francesco Melchiori.

ICT Engineer

Francesco Melchiori

My professional interests include signal processing and machine learning, for diagnostics, automation and geomatics.

  • Trento, Italy
  • Italian, English

Experience

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  1. Current

    Data Engineer

    Provincia Autonoma di Trento, Italy

    Main goal: public administration digitization and monitoring; simplification and acceleration of complex procedures and implementation of the Italian Recovery Plan (PNRR, mission 1, component 1, investment 2.2).

  2. Current

    Product Manager

    Würth Phoenix S.r.l., Bolzano, Italy

    Main goals: product management and software engineering of Alyvix, that is a visual monitoring system. Alyvix automates any application, detecting and interacting with GUI elements on screen. Alyvix measures how long application transactions take and tracks their performance in monitoring systems.

  3. 9 months

    Data Scientist

    SpazioDati S.r.l., Trento, Italy

    Main goals: development of geomatic pipelines, that retrieve data and extract features, in order to define new estimation models for Italian real estate markets; design, management and technical support of software solutions based on the Dandelion API SaaS, that provides semantic text analytics (entity extraction and text classification) and the Atoka API SaaS, that provides data about all Italian companies (e.g. contacts, locations, business tags and metrics).

  4. 2 years

    Software Engineer

    Microtec S.r.l., Bressanone (BZ), Italy and Vancouver, BC, Canada

    Main goals: development, testing, commissioning and technical support as regards hardware and software of scanners measuring geometric, optical and structural features of timber: these multisensor systems combine laser, color, infrared, radio and x-ray technologies to infer qualities from outside and inside wood and classify every log and board.

  5. 1 year 5 months

    Data Scientist

    Neuroinformatics Laboratory (NiLab), Fondazione Bruno Kessler (FBK)
    Centro Interdipartimentale Mente e Cervello (CIMeC), Trento, Italy

    I worked on the following topic: "Machine Learning Methodologies for Neuroscientific Data Analysis".

    Main concepts: Brain Decoding, Machine Learning, Signal Processing, Statistics.

Certifications

Professional Information Engineer

Ministry of Education, Universities and Research, Italy

Certificate No. 3402

Association of Engineers of Trento

Member No. 4544

Test Of English as a Foreign Language (TOEFL iBT)

Educational Testing Service (ETS)

Total Score: 83, Registration Number: 0000 0000 1688 3007

Education

Field: Electrical Engineering and Computer Science.

Courses' subjects: Numerical Analysis and Processing, Telecommunication Systems, Telecommunication Electronics, Antenna Analysis and Design, Pattern Recognition, Distributed Systems, Automatic Control.

Thesis: "Assisted Design System of Ground-Truth for Remote Sensing Images".

Field: Electrical Engineering and Computer Science.

Courses' subjects: Mathematical Analysis, Classical Physics, Introduction to Computer Science, Analogue and Digital Electronics, Communication Systems, Electromagnetic Fields, Image Processing and Remote Sensing.

Thesis: "Automatic Detection of Epileptic Seizures in ElectroEncephaloGraphic Data".

Courses' subjects: Computer Learning, Embedded and Realtime Systems, Bioinformatics.

It was covered by a study grant.

Courses' subject: Machine Learning.

It was covered by a study grant.

Courses' subjects: Machine Learning, Artificial Intelligence, fMRI Data Analysis, Research Methodology, Technical English.

It was covered by a study grant.

Basic Industrial Engineering courses.

Courses' subjects: Organic Chemistry, Materials Science, Technical Drawing.

Skills

Specializations

Signal and Image Processing Machine Learning, Artificial Intelligence Computer Networks, Distributed Systems Antenna Analysis and Design Remote Sensing, GIS Software Development, Agile Development Product Management, Project Management

Programming Languages

Database Systems

Open Source Software

Markup Languages

Version Control Systems

Editors

Operating Systems

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