Experience
NoFaceVideo
Founder - Software Engineer - Machine Learning
Freelancer, Remote, Switzerland/Spain
May 2024 - Present
- Developed and launched NoFaceVideo, an AI-powered SaaS platform that enables users to create automated, faceless videos effortlessly.
- Built with Next.js and deployed on Vercel for optimal performance and scalability.
- Integrated Remotion Lambda for serverless video rendering, reducing processing time.
- Utilized Supabase for authentication, database management, and user data storage.
- Implemented Resend for transactional emails, ensuring reliable user communication.
- Developed a clean and modern UI using ShadCN and Tailwind CSS.
- Automated workflows to enhance user experience and reduce manual effort.
Karyard
FullStack Engineer - Machine Learning
Freelancer, Remote, Switzerland/Spain
September 2024 - Today
- Reduced in ½ the Amazon bill, and increase of the performance of the search 24s to instantaneous.
- Added Multiple key Features with AI automation and a Search Engine, leading to client satisfaction increased.
OpenVINO - ANOMALIB
Google Summer of Code - Software Engineer - Machine Learning
Remote, Switzerland
May 2024 - September 2024
- Integrating Vision Large Language Models into Anomalib, obtaining Zero/Few Shot anomaly models.
SIMLevante
Software Engineer - FullStack
Valencia, Spain
Nov 2020 - May 2021
- Revolutionized the architecture of monolithic HTML & Javascript code by strategically reorganizing 20 fragmented files into 3 cohesive ones, reducing high complexity bugs, saving 2h weekly.
- Significantly optimized library loading time from 30 seconds to instantaneous through asynchronous loading techniques, making the user experience on the application intuitive, leading to improved user satisfaction.
- Innovated a SQL-based selection procedure to identify geospatial points within a polygon, effectively substituting a paid API and cutting future application costs.
- Lead the transformation of a flutter application, establishing a dynamic link between citizens and authorities for damage reporting.
Education
MSc Artificial Intelligence, Cum Laude
Università Della Svizzera Italiana
USI, Lugano, Switzerland
Sep 2021 - Feb 2024
Thesis: Image Generation of Pest Insects With Heatmaps
- Innovatively employed Python, PyTorch, and Diffusion Models for groundbreaking image generation research.
- Obtained and enhanced dataset to detect, and classify different pest insects, improving the accuracy of the previous model by 12%.
Project: Developed a Machine Learning model for Text Completion
- Skillfully crafted a model using Python, PyTorch, and CNN on Anaconda, and trained it on CSCS systems for advanced text completion capabilities.
- Creating a text completion model using tokens at character level, that creates brief children's stories.
Project: Developed a Transformer Model for Simple Arithmetic
- Used PyTorch to create a transformer model for solving arithmetic questions, with an accuracy of 83%.
BSc Software Engineering
Universidad de Valencia
UV, Valencia, Spain
Sep 2015 - Sep 2020
Credentials
Certifications
Languages
Projects
Master Narration of Character Action Powered by AI in a D&D Format
A cross-platform Flutter application that uses AI to generate dynamic character narrations for tabletop gaming.
Role: Full Stack Developer
Technologies:
Anomaly Detection with Vision Language Models
Integration of Vision Large Language Models into Anomalib for zero/few-shot anomaly detection.
Role: Machine Learning Engineer