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Public Speaking and Communication Training Application

EmoSpeak Coach, one of my latest creations, is a groundbreaking public speaking and communication training application born out of a personal necessity. As someone deeply invested in effective communication, I created this tool to provide real-time insights into emotional cues and speech patterns during public speaking, aiming to empower individuals on their journey to becoming confident communicators. The inspiration behind EmoSpeak Coach lies in my own experiences, realizing the need for a comprehensive tool that combines face and hands detection, speech-to-text capabilities, and text context evaluation. The goal was to offer users a holistic understanding of their communication style, beyond just emotional expression and speech delivery. The project kicked off with an in-depth analysis of relevant studies, setting the foundation for EmoSpeak Coach. Through meticulous comparisons with alternative models and experimentation with various features, the application evolved to provide use
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Recent posts

The journey begins, again

Hey there, I'm shaking things up on my website. Traditional blogging is kind of losing its charm with all these fancy text-generating tools taking over. People aren't really writing or reading much anymore. So, I'm changing my approach. Forget long tutorials and travel stories. Now, my blog will give you quick, to-the-point details about projects and my random thoughts on stuff. Stay curious with me.
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Chromaid Strandizer

In the fascinating realm of color calibration, a subtle yet impactful tool – the Chromaid Strandizer. This innovative creation, designed to elevate the accuracy of color measurement across diverse industries, caters to the intrinsic need for meticulous color representation. Decoding Chromaid Strandizer At its essence, the Chromaid Strandizer serves as a facilitator for the seamless creation and upkeep of color strand databases. This integral role plays a significant part in ensuring that devices meticulously capture the authentic spectrum of human hair colors. The implications extend far and wide, particularly in industries where the consistency of color is non-negotiable. Unpacking the Significance of Color Calibration Picture a reality where the colors we see are not open to interpretation but are exact and true. Chromaid Strandizer embarks on a mission to manifest this vision by demystifying the intricate art of color calibration. Its impact is particularly profound for professional
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AIS-Based Vessel Classification for Maritime Security

Embarking on a research voyage, we delve into the expansive sea, utilizing artificial intelligence as our compass to tackle the formidable challenge of preventing abuse and illegal activities. Our focus centers on the Ionian-Adriatic Sea, where the innovative application of a deep Long Short-Term Memory (LSTM) model, operating on AIS data of varying quality, emerges as a powerful tool. During the EU ANDROMEDA H2020 project's trial period in the Adriatic-Ionian region, our model stands as a sentinel, proficiently identifying nine common vessel classes. Beyond conventional classifications, it excels in detecting vessels engaged in unexpected behaviors, presenting a significant leap forward in bolstering maritime security. This impactful research, recognized and published in esteemed scientific and maritime journals, has garnered acclaim by winning the prestigious Best Paper Award. Beyond demonstrating the prowess of artificial intelligence in navigating the complexities of the sea, t
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Dynamic Learning Tool for Medical Education

Embarking on a transformative journey in medical education, I present a cutting-edge self-learning and self-evaluating platform. Originally built for the aspiring minds of medical students at Sapienza University, this innovation takes the form of a tree-structured questionnaire, introducing a dynamic approach to learning. How It Works Designed to adapt to individual progress, our platform customizes the question flow based on previously selected answers. This dynamic feature not only provides instant feedback but serves as a motivational guide for learners. Users engage with a series of thought-provoking questions, scenarios, and answer choices, witnessing results and explanations unfold in real-time. Active Recall Technique At the heart of this revolutionary platform is an underlying algorithm that employs the powerful Active Recall technique. This technique enhances memory retention by prompting users to actively recall information, contributing to a more robust and enduring understa
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Enhancing DNN Explainability in BCI

This project tackled the challenge posed by the opaque nature of Deep Neural Network (DNN) models, especially crucial in safety-driven fields like Brain-Computer Interface (BCI) applications. The primary aim was to unleash the full potential of DNN models, specifically in analyzing EEG signals. In this initial study, I highlighted the importance of not just relying on quantitative performance but also considering qualitative evaluation. The investigation delved into a key paper in the field, providing a comprehensive analysis as a starting point. I then compared the model against common alternatives, tweaking various hyper-parameters to validate its performance. To demystify the "black-box," I utilized the Layer-wise Relevance Propagation (LRP) method, revealing insightful details about each model's reliability. LRP proved invaluable in explaining the inner workings of the DNN, making it a useful tool in interpreting complex neural network decisions and enhancing transpar
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Advanced Robotics for Elderly and Disabled Care

Presenting my latest project, an innovation in robotics and caregiving – Advanced Robotics for Elderly and Disabled Care. This initiative is born out of a genuine desire to improve the lives of individuals facing unique challenges, driven by personal experiences and a strong commitment to making a positive impact. The core of this project lies in crafting a cutting-edge robotic system that goes beyond mere mechanical assistance. Think of it as a versatile companion offering tailored support to the elderly and disabled – a helping hand with daily tasks, a promoter of mobility, a health monitor, and a reliable emergency responder. What sets this initiative apart is its emphasis on personalized care. It's not just about technology; it's about creating a robotic companion that understands and adapts to individual needs. Whether it's providing companionship, assisting with daily chores, or ensuring immediate help in emergencies, this project aims to foster greater autonomy and w
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