Contact Information
Brief Introduction
I am a software engineer deeply passionate about large language models (LLMs) and driven by a love for end-to-end development. From research findings to delivering production-ready solutions, my curiosity and enthusiasm are fueled by impactful challenges. My journey in machine learning and software development is marked by a commitment to exploring, innovating, and transforming ideas into tangible, effective solutions.
Experience
ScrapeGraphAI
Founder & CEO
- Made viral an OSS project with 22K stars on GitHub
- Hired 3 people to grow the team
- Raised $1M in funding
Motion Analytica
Research Software Engineer
- Developed an analysis assistant agent with LLM to assist users in gaining insights from mobility analysis results
- Engineering and development of telco big data algorithms provided by research findings
- Conducted mobility analysis across telco big data of Italians and foreigners through O/D matrices and various Personas
- Developed unsupervised learning method for detecting micro and macro behavior of tourists visiting Italy based on Tripadvisor reviews
- Developed geo-referencing point of interest system, resulting in significant productivity improvements for the sales team
University of Padua
Research Fellow
- Research on Large Language Models: Specialized LLMs, Finetuning, Local LLMs, Quantization
- Research on sequence matching algorithms for high-performance applications with telco data
Ca' Foscari University of Venice
Student Intern
- Developed crawling system to retrieve snapshots of the top 10,000 most famous websites from major web archives
- Conducted security analysis of web archives, searching for useful security headers inside the snapshots
Skills
Languages
Frameworks
Tools
Platforms
Soft Skills
Education
Ca' Foscari University of Venice
Master of Computer Science - Data Management and Analytics
Main Courses: Artificial Intelligence, Computer Vision, Statistical Learning, Cryptography
Ca' Foscari University of Venice
Bachelor of Computer Science
Main Courses: Databases, Software Engineering, Operations Research, Linear Algebra, Statistics