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Emanuele Frasca

Emanuele Frasca

Computer Engineer specializing in AI and Robotics

Veroli, FR, Veroli, FR, IT, 03029

Background


About

About

I am interested in research and development of Explainable AI, artificial intelligence systems capable of explaining their own decisions, to enhance transparency and user trust in the decision-making process.

Work Experience

Work Experience

  • IT Systems Technician, MAD Industrial Team

    Sep, 2018 - Present

    • Assisted in the management and maintenance of the used IT systems, ensuring efficient operation.

    • Gained practical skills in configuring and using Apache servers in a Linux environment.

    • Developed skills in communicating responsibly and seriously with clients in a professional context.

  • IT Systems Technician, Autoscuola Nautica Picarazzi

    Sep, 2018 - Present

    • Configured the driving school's IT system, implementing a computerized license quiz system.

    • Trained the driving school's team on distance learning, allowing working clients to attend classes.

    • Implemented a road simulator to give students a safe first approach to driving experience.

  • IT Consultant, Freelancer

    Sep, 2018 - Present

    • Resolved issues on CNC company machinery bringing company production back to normal.

    • Built websites for clients ranging from driving schools, non-profits, hotels and insurance companies.

    • Tutored computer science, mathematics, and physics to students at university and high school levels.

Projects Experience

Projects Experience

  • Mathematical Expression Recognizer and Solver Using AI

    Dec, 2022 - Jan, 20231 month

    • Developed a convolutional ML model using Tensorflow for recognizing mathematical expressions.

    • Implemented a Computer Vision algorithm for atomic segmentation of expression elements.

    • Conducted detailed research on model optimization by implementing k-fold cross-validation.

  • Semantic Segmentation of Drone Images Using Deep Learning

    Jun, 2024 - Jul, 20241 month

    • Implemented a series of deep learning models for segmentation of images captured by drones.

    • Utilized data augmentation to enhance model robustness and minimize overfitting.

    • Implemented a training and testing pipeline to evaluate and compare model performance.

Skills

Skills

  • Programming Languages

    Python

    C

    C++

    Javascript

    SQL

    Scala

  • Software Development Tools

    Git

    Docker

  • Hardware Platforms

    Raspberry Pi

    Arduino

  • Language Proficiency

    English (B2)

    Italian (native)

Education

Education

  • , Scientific Diploma, Istituto di Istruzione Superiore 'Giovanni Sulpicio'

    Sep, 2014 - Jun, 2018

  • Computer and Automation Engineering, Bachelor's Degree, Sapienza University of Rome

    Sep, 2018 - Mar, 2023

  • Artificial Intelligence and Robotics, Master's Degree, Sapienza University of Rome

    Sep, 2023 - Present