Davide Costa

Davide Costa Email and Phone Number

R and D Manager @ Altilia
Rende, IT
Davide Costa's Location
Rende, Calabria, Italy, Italy
Davide Costa's Contact Details

Davide Costa work email

Davide Costa personal email

n/a
About Davide Costa

I'm an engineer in Artificial Intelligence and Machine Learning, with a strong passion for problem-solving. Over the past two and a half years, I've contributed to the medical field by working at DIMES under two different research contracts. The POR research project was focused on implementing novel deep learning models for the classification of auscultation sounds, which holds immense potential, particularly in developing countries.In this research experience I have worked not only on audio but also on text and images. As a matter of fact,during this time and in my master thesis, I've gained extensive expertise in deep learning model architectures, almost autonomously, including state-of-the-art transformers, and complex training methods like contrastive unsupervised pretraining ,especially useful for RAG(Retrieval Augmented Generation) systems. I've also worked with various data modalities, mastering the intricacies of making models excel under diverse constraints. I know, how to train generative models like GPT, Diffusion models, or encoder-like models like Bert and vision transformers. As of now, I am confident in my ability to independently solve the majority of tasks related to deep Learning. I am now in the process of understanding Reinforcement Learning.With over 10 years of Python programming experience and 5+ years of PyTorch expertise, I bring a wealth of technical skills to the table. I'm a practitioner, a hands-on learner, who believes in experiencing theoretical concepts firsthand, often through trial and error. Reading research papers is one thing, but comprehending and applying them effectively in the real world is another.I think I have a unique ability to grasp new and abstract concepts swiftly. I've honed a quick and sharp intuition, enabling me to tackle complex challenges with relative ease. I am always skeptical, which may be percieved as a negative aspect, but I firmly believe that it's better to question, than not to. While I highly value the insights of others, I always maintain a critical eye.My educational journey exposed me to a wide range of programming languages and tools, including Java, Python, Shell scripting, and C.Beyond my professional pursuits, I'm an avid enthusiast of electronics, 3D printing, astronomy, and, of course, programming. As an engineer in Artificial Intelligence and Machine Learning, I'm committed to pushing the boundaries of what technology can achieve and, hopefully, making a lasting impact in my field.

Davide Costa's Current Company Details
Altilia

Altilia

View
R and D Manager
Rende, IT
Website:
altiliagroup.com
Employees:
58
Davide Costa Work Experience Details
  • Altilia
    R And D Manager
    Altilia
    Rende, It
  • Altilia
    Research Ai Engineer
    Altilia
    Rende, It
  • Altilia
    Ai Engineer
    Altilia May 2024 - Present
  • Università Della Calabria
    Phd Student
    Università Della Calabria Nov 2023 - May 2024
    I'm a PhD student at DIMES Unical, immersing myself in the captivating realm of AI. I embark on this journey with over 2 years of hands-on, practical research experience, already under my belt. In this dynamic tech landscape, I'm all about leveraging the power of data-driven learning (thanks to Deep Learning) to make meaningful contributions. My research spans to Graph Learning, Natural Language Processing, Computer Vision, and Audition.Proficient in PyTorch, I firmly believe in the transformative potential of AI across diverse fields, from law and finance to healthcare.
  • Università Della Calabria
    Assegnista Di Ricerca
    Università Della Calabria Nov 2022 - Nov 2023
    This second research endeavor centers around implementing intricate deep-learning models and refining training procedures for pulmonary anomaly detection. In my prior research role, I primarily delved into standard deep learning modules like CNNs and LSTMs. However, in my current undertaking, I'm pushing the boundaries by exploring a bespoke transformer-based architecture.
  • Università Della Calabria
    Assegnista Di Ricerca
    Università Della Calabria Nov 2021 - Oct 2022
    My research is focused on defining and implementing advanced Deep learning models that will be used in the medical field to help diagnose pulmonary adventitious sounds.

Davide Costa Education Details

Frequently Asked Questions about Davide Costa

What company does Davide Costa work for?

Davide Costa works for Altilia

What is Davide Costa's role at the current company?

Davide Costa's current role is R and D Manager.

What is Davide Costa's email address?

Davide Costa's email address is da****@****oup.com

What schools did Davide Costa attend?

Davide Costa attended Ordine Degli Ingegneri Di Cosenza, Università Della Calabria, Università Degli Studi Della Calabria.

Who are Davide Costa's colleagues?

Davide Costa's colleagues are Marco Stella, Tecla Salone, Amir Bachir, Dionigi Iannice, Fausto Pupo, Giovanna Scarpino, Antonio Grimaldi.

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