Luca Panti
Management Engineer · AI & Data
Building AI products at the intersection of data, technology & business.
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Welcome.
Scroll down and let me tell you my story.
I'll keep it short, I promise.
2019
The Beginning.
University of Perugia
Started my journey in Mechanical Engineering. Graduated with 110/110 cum Laude.
2022
The Evolution.
Politecnico di Milano
Moved to Milan for a MSc in Management Engineering. Studied and built projects in Data Science and Machine Learning, always connected to real business problems.
2023
The Startup.
Topnotes.it — Founder
Founded an EdTech platform with an AI-powered RAG chatbot. Built the product, grew the community, and learned what it takes to ship something from zero to one.
2024
The Research.
Politecnico di Milano — Neuro-Marketing Lab
Built Machine Learning models to forecast advertising efficacy from multimodal data. Master thesis on AI and biometric data.
2024
The Corporate.
Amazon — Vendor Manager Intern
Built analytics dashboards and automated market tracking with Python and AWS in the Kindle & Digital Books team.
2025
The Impact.
Amazon — Brand Specialist
Built AI Agents to automate repetitive work. Expanded from Kindle to physical books, managing the second largest vendor account in Italy.
Along the way, I worked on projects that pushed me to learn, build, and deliver.
Academic Projects.
Click any project to open the full PDF.
Machine Learning prediction of flood events↗
Classification and regression models on real-world datasets using ensemble methods.
Analyzing Engagement Drivers on Instagram and TikTok↗
A clustering and regression approach to social media engagement analysis.
EVAR — Endovascular Aneurysm Repair↗
Research at the intersection of engineering and medicine.
Prada Group | Financial Analysis↗
Financial analysis and portfolio optimization using quantitative methods.
Advanced Operations↗
Supply chain optimization and operations research with linear programming.
Applied Statistics↗
Multivariate linear regression models on real-world data.
L'Oréal Brandstorm 2023↗
Strategy and marketing challenge for L'Oréal's global competition.
Atos — HPC in Healthcare↗
High Performance Computing applied to healthcare — Leadership & Innovation project.
What Makes an Ad Memorable?↗
Master thesis — A multimodal Machine Learning study in Neuromarketing at Politecnico di Milano.
Mechanical Design & Fatigue Analysis↗
Shaft sizing and fatigue verification of a power reducer gearbox.
Inventory Management↗
Optimization of inventory policies and demand forecasting models.