Achieved first place in the highly competitive 2024 Industrial AI Challenge, an initiative aimed at solving real-world industry challenges through innovative AI-driven solutions. Over the course of 11 weeks, our team developed a multi-stage optimization scheduling solution utilizing a variety of techniques such as Integer Constraint Programming and Genetic Search to address complex scheduling problems.
As part of the challenge, we had the privilege of collaborating with LeMur, gaining hands-on experience with industry-specific constraints and objectives. This collaboration emphasized the importance of effectively understanding and addressing client needs, bridging the gap between technical solutions and real-world requirements. The competition provided an exceptional opportunity to work on practical problems under real-world conditions, requiring a blend of technical expertise, teamwork, and creativity.
The Industrial AI Challenge not only garners the attention of local industries but also attracts major players such as Terna (our competitor this year), Pirelli, and Melinda in past editions. This makes the competition a truly unique and elite opportunity for Italian AI students to engage with cutting-edge industrial challenges.
Job Shop Problem (JSP)
Genetic optimization
Scheduling
Challenge
📍 Trento, Italy
sep 2024 - dec 2024
Collaborating with the "Data science for health care" department I was able to make a study on state of the art approaches to Dimension Reduction, analyzing the strengths and weaknesses of both novel and traditional techniques on hard cases such as the gene-expression analysis.
This experience thought me solid foundation about the field of Dimension Reduction, and most importantly dealing with scientific papers and documentation. It was also a good occasion to practice with both Python and R for data analysis and machine learning.
Machine learning
Dimensionality reduction
Scientific documentation
Python
📍 Trento, Italy
mar 2023 - jul 2023
AI re-ontologizing power is something so exciting and sometimes frightening at the same time it caught my eye just as the CHAT-GPT revolution came. At the time i told myself I wanted to be part of that, so here I'm trying to do my best while diving into such a thrilling field.
As someone once said, "with great power comes great responsibility" 🕷 🕷 🕷.
That's why I believe as engenieers we often have an under estimated responsibility in shaping peoples' life
trust
commitment
respect
transparency
support
