About Me
I am a software engineer specializing in machine learning, with experience in integrating Vision Large Language Models into anomaly detection systems, optimizing full-stack applications, and developing machine learning models for text completion and arithmetic problems. I hold an MSc in Artificial Intelligence from Università Della Svizzera Italiana, where I graduated with Cum Laude honors.
Experience
OPENVINO - ANOMALIB
Google Summer of Code - Software Engineer - Machine Learning (May 2024 - Sep 2024)
- Integrated Vision Large Language Models into Anomalib, obtaining Zero/Few Shot anomaly models.
SIMLEVANTE
Software Engineer - FullStack (Mar 2020 - Jul 2021)
- Reorganized monolithic HTML & JavaScript code, reducing complexity and saving development time.
- Optimized library loading time, significantly enhancing user experience.
- Developed a SQL-based procedure for geospatial point selection, reducing application costs.
- Transformed a Flutter application to facilitate dynamic communication between citizens and authorities.
FREELANCE
Software Engineer (Sep 2018 - Sep 2020)
- Developed Minecraft Plugins for multiple communities, enhancing user satisfaction.
Education
MSc Artificial Intelligence, Cum Laude
Università Della Svizzera Italiana, Lugano, Switzerland (Sep 2021 - Feb 2024)
- Thesis: Image Generation of Pest Insects With Heatmaps
- Projects: Machine learning model for text completion, transformer model for simple arithmetic.
BSc Software Engineering
Universidad de Valencia, Valencia, Spain (Sep 2015 - Sep 2020)
Projects
Master Narration of Character Action Powered by AI in a D&D Format
Frontend: Cross-platform Flutter application for AI-driven character narration.
Backend: Integrated AWS services, including Lambda, API Gateway, and ChatGPT API.
Enhanced LLM Model
Improved the accuracy of a small LLM (LAMA 16b) using fine-tuning techniques, reducing operational costs.
Skills
Certifications
- AWS Certification Machine Learning Specialist, 2023/26
- AWS Certification Cloud Practitioner, 2023/26
- Native Spanish / English C1, IELTS