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IreneGaita/README.md

๐Ÿ‘‹ Hi, I'm Irene Gaita

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๐ŸŽ“ Data & AI Enthusiast passionate about solving real-world problems through data.
๐Ÿš€ Currently pursuing an MSc in Data Science & Machine Learning at the University of Salerno, where I merge theory, code, and creativity to build impactful solutions.


๐Ÿ’ก About Me

I thrive at the intersection of data, technology, and creativity, transforming complex information into meaningful insights. My journey is fueled by curiosity, innovation, and a continuous desire to learn and build things that matter.

๐Ÿ’ผ Key Competencies:

  • ๐Ÿ“Š Data Visualization & Dashboarding
  • ๐Ÿ” Exploratory Data Analysis
  • ๐Ÿ“ˆ Predictive Modeling & Time Series
  • ๐Ÿ› ๏ธ Data Cleaning & Preprocessing
  • ๐Ÿงฎ SQL-Based Analytics

๐Ÿ› ๏ธ Tech Stack

RStudio MySQL Workbench Eclipse Canva


๐ŸŒฑ Currently Exploring

  • ๐Ÿง  Explainable AI & Model Interpretability
  • ๐ŸŽฎ Graphics & Interactivity with Unity
  • ๐Ÿค– LLM-powered NLP Applications
  • โš™๏ธ MLOps & Model Deployment Pipelines

๐Ÿ“Œ Featured Projects

๐Ÿ”Š UnderwaterSoundsClassification

Developed a machine learning system to detect and classify underwater acoustic signals linked to illegal marine activities.
Models: EfficientNet-B3, AlexNet, ResNet
Tech: Python, Jupyter Notebook, PyCharm

โšก E-Mobility Access

Mapped and analyzed the distribution of EV charging stations in Italy to identify underserved regions and guide infrastructure expansion.
Tech: Python, QGIS, OpenRouteService API

๐Ÿ”— Discover more in the pinned projects on my profile!


๐Ÿ“Š GitHub Stats


๐Ÿง  Soft Skills

  • ๐Ÿ’ฌ Effective communicator & team collaborator
  • ๐Ÿงฉ Critical thinker with problem-solving mindset
  • โฑ๏ธ Organized, proactive, and detail-oriented
  • ๐ŸŒ Open to feedback and cultural diversity

๐ŸŽฏ What Drives Me

  • ๐ŸŒŸ Innovation with purpose
  • ๐Ÿ“š Lifelong learning & knowledge sharing
  • ๐ŸŒˆ Diversity and inclusion in tech
  • ๐Ÿค Collaborating with curious, passionate people

โ€œDiscovery consists of seeing what everybody has seen and thinking what nobody has thought.โ€
โ€” Albert Szent-Gyรถrgyi

Pinned Loading

  1. UnderwaterSoundsClassification UnderwaterSoundsClassification Public

    Jupyter Notebook 2 1

  2. GameWame/beehaveIA GameWame/beehaveIA Public

    progetto fia, anno accademico 2022/2023

    Python 6

  3. Temporal_Analysis_of_Marine_Protected_Areas Temporal_Analysis_of_Marine_Protected_Areas Public

    Analysis of the evolution of Marine Protected Areas (MAPs) in OECD member countries from 2000 to 2022, using statistical and data exploration tools implemented in R. The aim is to identify significโ€ฆ

    R

  4. FinSent FinSent Public

    Automated system for classifying the sentiment of financial news (positive, negative, neutral), designed to support fast and accurate analysis. The project leverages MLOps practices to train and deโ€ฆ

    Jupyter Notebook 3 1

  5. ResQBot ResQBot Public

    ResQBot รจ un progetto sviluppato in Unity3D con ML-Agents per simulare scenari di search and rescue post-terremoto. Un robot mobile addestrato con reinforcement learning esplora lโ€™ambiente, evita oโ€ฆ

    C# 2