Welcome to my GitHub profile! I'm a researcher and academic with a strong focus on Operations Research and Machine Learning.
- Operations Research: Specializing in Branch and Price methods. My work involves developing and optimizing algorithms for complex, large-scale problems in various domains.
- Machine Learning: Exploring the intersection of ML and Operations Research. I'm keen on applying deep learning techniques to enhance decision-making processes in engineering applications.
- Interior Point Module for Python: Checkout my C++-based Interior Point Method (IPM) Python Library tailored for Linear Programming (LP). - https://github.com/lseman/IPyM/
- GNN for OR: Pre-print on Graph Neural Networks for Nanosatellite Task Scheduling - https://arxiv.org/abs/2303.13773
I'm open to collaborative projects and research opportunities. If you're interested in combining efforts in Operations Research and Machine Learning, especially in decomposition contexts, feel free to reach out!
- Email: laio [at] gos.ufsc.br