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negralessio/README.md

Hi there, I'm Alessio 👋

Welcome to my GitHub repository! Here you'll find a collection of projects and code snippets reflecting my journey through the realms of Machine Learning and Data Science. But before, let me tell you a bit about myself:

  • I'm currently pursuing my M.Sc. in Information Systems at the Karlsruhe Institute of Technology (KIT)
  • My specialization lies in Data Science and Machine Learning topics
  • Throughout my studies, I already collected valuable work experience at companies such as SAP SE, BMW Group and Markant Group, where I've had the opportunity to apply my knowledge in practical settings

Feel free to connect with me on LinkedIn!

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  1. biosignals-gen-ai biosignals-gen-ai Public

    Seminar work of generating synthetic BCI data (EEG data) using Variational Auto Encoders (VAEs) and analyzing the effect on EEGNet at the chair of Information & Market Engineering (IISM) @ KIT

    Jupyter Notebook 2

  2. data-science-lab-phase-1 data-science-lab-phase-1 Public

    Our project of the first phase of the Data Science Lab 2023. Goal was to develop a classification pipeline to predict earthquake damage. We won the internal course competition with an MCC test scor…

    Jupyter Notebook

  3. database-lab-2023 database-lab-2023 Public

    Submission for Exercise 03 of the Practical Course: Database Systems 2023 at KIT

    Python

  4. finetuned-trocr-codeimg2text finetuned-trocr-codeimg2text Public

    Mirrored Repo of our Seminar Work "Optical Character Recognition on Code Screenshots – Training a Transformer based OCR Engine"

    Jupyter Notebook

  5. kit-grade-analyzer kit-grade-analyzer Public

    Simple tool to analyze and compare the final grades of Karlsruhe Institute of Technology (KIT) graduates in a certain cohort using Streamlit + Plotly.

    Python 2

  6. bfh23-foodwaste bfh23-foodwaste Public

    Our solution to the Black Forest Hackathon 2023 food wasting challenge (#2) to reduce food wastes in local bakeries. We developed an ML Pipeline that takes products IDs and dates as input and outpu…

    Jupyter Notebook 1