My Project Portfolio

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🤖 Artificial Intelligence & Computer Vision

MusicGen Emotion Control

• What it is: A Generative AI project focused on audio manipulation.
• The Tech: Implemented Latent Steering within the MusicGen architecture.
• Goal: This tool allows for granular control over the emotional tone of generated music by directly steering the model's latent space, bridging the gap between AI creativity and human intent.

Audio Style Transfer

• What it is: An exploration of neural style transfer applied to sound.
• The Tech: Developed using Generative Adversarial Networks (GANs) and Diffusion models.
• Goal: Successfully transferring acoustic characteristics (timbre, style) between different audio tracks while preserving the original rhythmic and melodic structure.

XAI for Skin Cancer Classification

• What it is: A medical AI application with a focus on transparency and trust.
• The Tech: Deep Learning classification enhanced with Explainable AI (XAI) techniques.
• Goal: Beyond simple classification, this project provides heatmaps and data-driven justifications for its diagnoses, helping clinicians understand the "why" behind the model's decisions.

Judging a Book by its Cover

• What it is: A Computer Vision project analyzing graphic design patterns.
• The Tech: Convolutional Neural Networks (CNNs) for multi-class classification.
• Goal: Automating book genre classification by training a model to recognize visual cues, color palettes, and typography styles specific to different literary genres.

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🛡️ Cybersecurity & Biometrics

Biometric Systems - Demographic Analysis

• What it is: A security-focused computer vision system.
• The Tech: Facial feature extraction and classification using optimized CNN architectures.
• Goal: Real-time age and gender classification from facial imagery, designed for biometric verification and demographic analytics in secure environments.

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🌐 IoT & Human-Computer Interaction

Splash - Smart Beverage Monitor

• What it is: A complete hardware-software integration project (IoT).
• The Tech: Arduino (hardware) + Cross-platform Mobile App (software).
• Goal: Real-time temperature monitoring for beverages. This project showcases my ability to sync hardware sensors with a polished, user-friendly mobile interface, focusing on high-quality UX and accessibility.

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📫 Let's Connect!

I am always open to collaborating on innovative projects or discussing the latest in AI and tech.

• Email: [luciafornetti16@gmial.com]
• GitHub: [https://github.com/Luciaforn]

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