Federico Piras

Federico Piras Email and Phone Number

👨🏻‍💻 🧬 Biomedical and Signal Processing Engineer | Data Scientist: Python, SQL, Machine Learning, Deep Learning
Federico Piras's Location
Greater Rimini Metropolitan Area, Italy
About Federico Piras

I am an aspiring Data Scientist, AI Engineer, or Data Engineer. I have a strong passion about writing code, especially in Python and SQL, and I am looking forward to apply these technical skills in areas such as data analysis, machine learning, computer vision, signal processing, and deep learning.I hold a Master of Science in Biomedical Engineering from the University of Bologna, where I first built machine learning and deep learning models. My thesis focused on analyzing EEG signals recorded during motor tasks. I created a Python-based pipeline for data preprocessing and trained a deep learning model to classify task directions, achieving around 65% accuracy.Following my degree, I attended the Data Science Academy by Experis – Manpower Group. This experience deepened my knowledge of data science technologies and enhanced my skills in SQL, Microsoft Power BI, Python, PySpark, and Object-Oriented Programming.In my role as an Offering Specialist at Hera Comm, I created and managed energy proposals materials, ensuring they met industry standards. I used SQL to extract and analyze customer datasets and occasionally used PySpark to speed up data processing times. Additionally, I automated recurring tasks using KNIME and Microsoft Power Query in Excel.I am seeking opportunities to apply my skills in fields like biomedical sciences, neurotechnology, aerospace, and consulting, where data can drive innovation, improve decision-making and have an impact on people’s lives.Technical Skills: Python (NumPy, Pandas, scikit-learn, TensorFlow), SQL, MATLAB, PySpark, Azure DataBricks, Machine Learning, Deep Learning, CNNs, Classification and Clustering algorithms, KNIME, Microsoft Excel, Microsoft Power BI, Object-Oriented Programming.I am fluent in Italian (native) and English (advanced).Feel free to connect via LinkedIn or contact me directly at fedepiras95@gmail.com

Federico Piras's Current Company Details

👨🏻‍💻 🧬 Biomedical and Signal Processing Engineer | Data Scientist: Python, SQL, Machine Learning, Deep Learning
Federico Piras Work Experience Details
  • Heracomm - Agenzie
    Offering Specialist, Junior Project Manager And Data Analyst – Sql
    Heracomm - Agenzie Sep 2023 - Aug 2024
    Imola, Emilia-Romagna, Italy
    • Developed offer and contract materials related to Energy proposals, ensuring compliance with industrystandards.• Contributed to the management and maintenance of the offer portfolio.• Deployed SQL queries in Azure DataBricks to extract and prepare datasets of customers eligible toparticipate in proposals and projects.• Facilitated the migration of code from SQL to PySpark to optimize query execution times.• Implemented workflows in KNIME and Microsoft Excel to automate… Show more • Developed offer and contract materials related to Energy proposals, ensuring compliance with industrystandards.• Contributed to the management and maintenance of the offer portfolio.• Deployed SQL queries in Azure DataBricks to extract and prepare datasets of customers eligible toparticipate in proposals and projects.• Facilitated the migration of code from SQL to PySpark to optimize query execution times.• Implemented workflows in KNIME and Microsoft Excel to automate and accelerate manual andrecurring processes. Show less
  • Experis
    Data Scientist - Data Science Academy
    Experis Jun 2023 - Jul 2023
    Castel San Pietro Terme, Emilia-Romagna, Italy
    • Participated in a month-and-a-half-long academy focused on key Data Science technologies: SQL, Power BI, and Python.• Developed a group final project in Python, creating a game using object-oriented programming principles, available on GitHub.• Completed a Power BI final project based on a bicycle sales database which included: - Constructing coherent visual objects to tell a data story. - Performing data calculations in both Power BI and Power Query. -… Show more • Participated in a month-and-a-half-long academy focused on key Data Science technologies: SQL, Power BI, and Python.• Developed a group final project in Python, creating a game using object-oriented programming principles, available on GitHub.• Completed a Power BI final project based on a bicycle sales database which included: - Constructing coherent visual objects to tell a data story. - Performing data calculations in both Power BI and Power Query. - Crafting an engaging narrative through data visualization. Show less
  • Alma Mater Studiorum – Università Di Bologna
    Python Neural Signal Processing Engineer & Data Scientist – Thesis Project
    Alma Mater Studiorum – Università Di Bologna Apr 2022 - Dec 2022
    Cesena, Emilia-Romagna, Italy
    • Took part in the EEG data acquisition experiment involving a motor task.• Built a Python-based pipeline for preprocessing raw EEG data, incorporating advanced signal processingtechniques, which enhanced signal quality and reliability for subsequent analysis.• Processed the data to visualize and identify the most active brain regions during the motor task.• Trained a Deep Learning Model – Convolutional Neural Network (CNN) – for classifying the direction ofthe motor task… Show more • Took part in the EEG data acquisition experiment involving a motor task.• Built a Python-based pipeline for preprocessing raw EEG data, incorporating advanced signal processingtechniques, which enhanced signal quality and reliability for subsequent analysis.• Processed the data to visualize and identify the most active brain regions during the motor task.• Trained a Deep Learning Model – Convolutional Neural Network (CNN) – for classifying the direction ofthe motor task (achieved accuracy: approximately 65%). Show less
  • Strampalato
    Seasonal Worker
    Strampalato Jun 2015 - Sep 2019
    Rimini, Emilia-Romagna, Italy
    Worked in seasonal summer roles as a food-delivery person and waiter.

Federico Piras Education Details

Frequently Asked Questions about Federico Piras

What is Federico Piras's role at the current company?

Federico Piras's current role is 👨🏻‍💻 🧬 Biomedical and Signal Processing Engineer | Data Scientist: Python, SQL, Machine Learning, Deep Learning.

What schools did Federico Piras attend?

Federico Piras attended Alma Mater Studiorum - Università Di Bologna, Alma Mater Studiorum - Università Di Bologna.

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