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MrCosta57/README.md

Hi there! 👋 I'm Giovanni

"The mind, once stretched by a new idea, never returns to its original dimensions." – Ralph Waldo Emerson

About Me

  • 🌱 Always Evolving: I'm a lifelong learner, constantly diving into new technologies and pushing the boundaries of what's possible

  • 🎓 Academic Background: I hold a Master's degree in Artificial Intelligence and Data Engineering, which has provided me with valuable knowledge and hands-on experience in advanced technologies

  • 🌍 Open Source Enthusiast: I'm passionate about open-source ideals and believe in the power of technology to be accessible and beneficial to everyone

  • 🍳 Passionate About Life: When I'm not coding, you can find me experimenting in the kitchen or exploring the great outdoors through hiking

My Main Tech Stack

  • Languages
    📝 Python, SQL, R, Java, C/C++, CUDA, JavaScript, HTML/CSS

  • Machine Learning Tools
    🤖 Pytorch, Numpy, Pandas, HuggingFace Transformers, Pytorch Lightning, Weights & Biases, NLTK, SpaCy, Scikit-learn, XGBoost, OpenCV, Apache Spark, OpenMP, Matplotlib/Seaborn, Hydra

  • Technologies & Frameworks
    ⚙️ Flask, Docker, PostgreSQL, MongoDB, MinIO DB, Git, Streamlit/Gradio, SLURM, Linux, PowerBI, AWS Basics

Connect with Me

Feel free to drop me a message if you have any questions, want to collaborate, or just want to connect!
You can reach out to me on Linkedin in/giovanni-costaa 🔗

Pinned Loading

  1. TitleQuill TitleQuill Public

    A unified approach for keyword extraction and title generation using the Flan-T5 model, fine-tuned with dual strategies to improve both tasks through shared learning

    Python 3

  2. cloudforge3D cloudforge3D Public

    An implementation of a software for generating accurate 3D object's point cloud using off-the-shelf components. It includes also camera calibration code

    Python

  3. foodGAN foodGAN Public

    An implementation of one personal project to gain experience with Generative Adversarial Network models and in particular on Wasserstrein GAN with gradient penalty. The final application's purpose …

    Jupyter Notebook

  4. zillow-prize-challenge zillow-prize-challenge Public

    An analysis created as part of the Zillow Prize challenge, aiming to enhance the accuracy of Zillow's Zestimate home valuation model. The goal is to develop a predictive model that improves price e…

    Jupyter Notebook

  5. arpal-data-analysis arpal-data-analysis Public

    An analysis that evaluates air quality in Lombardia, Italy, using time series analysis of sensor data from various stations. It highlights the impact of air quality on public health, identifies pol…

    R

  6. student-mental-health-analysis student-mental-health-analysis Public

    An analysis that investigates mental health issues among college students using survey data, focusing on psychiatric symptoms and related health problems. It aims to identify patterns affecting men…

    R