Researcher in Computer Science
I am a PhD student and researcher in Deep Learning, specializing in Natural Language Processing (NLP) and conversational systems. My experience spans several years working on chatbots and NLP, initially from a business perspective in developing commercial chatbots and natural language processing applications, focusing particularly on document analysis and textual entities in the legal field. Academically, my work has included research in computer vision, with an emphasis on biometric re-identification in videos and biometrics, as well as in chatbot dialogue management.
Currently, I am dedicated to advanced research in large language models, focusing on explainability from a mechanistic interpretation perspective and adapting these models to specific domains, in addition to striving to reduce their size.
Engaged in advanced research in deep learning and natural language processing. Spearheaded the development of a state-of-the-art conversational system for text generation. Specialized in working with transformer models and large language models (LLMs), focusing on modular deep learning approaches. Conducting lectures and workshops on deep learning methodologies and applications.
Conducted network calculations and predictive modeling for ship movement and global maritime trade. Extensive research in data science and machine learning for maritime applications. Developed innovative visualizations for maritime traffic and predictive routing.
Research and development in video-based person identification using deep learning. Applied advanced image resolution enhancement techniques. Led the creation of a biometric identification and re-identification application.
Developed web services for document management and compliance with data protection laws. Worked on NLP algorithms for entity recognition and real-time system integration.
Involved in the development and maintenance of a RASA-based chatbot on AWS and Docker. Engaged in data visualization for a meteorological data collection application. Contributed to the development of software for intelligent farming systems, focusing on computer vision and micro-services. Performed testing and software architecture tasks for an inventory application using TypeScript and Node.js.