AI Systems Engineer
From models to silicon.
Anyone can train a model. I make it run where it matters.
Selected Work
Design and optimization of deep ensembles and distilled models for LCZ classification, including super-resolution preprocessing, model compression, and deployment on Axelera Metis accelerator.
Ingredient-driven NLP model development for recipe analysis, food classification, and culinary text understanding.
Greenify - AI powered sustainable energy solution leveraging machine learning for optimized energy consumption and environmental impact.
Development of ROS packages for TIAGO robot including goal-based navigation via Actionlib, custom ROS messages/actions, and multi-node coordination for pick-and-place and environment interaction tasks.
Implementation of a hand detection and segmentation system using color-space thresholding, morphological operations, and contour analysis for real-time region extraction.
Neural networks for Acute Lymphoblastic Leukemia detection, developing AI models to identify cancerous cells from microscopy images.
Automatic orientation system using neural networks for spatial navigation and positioning applications.
Simulation of neural networks in Matlab on the MNIST dataset for handwritten digit recognition and deep learning exploration.
Classification of plankton using machine learning techniques for automated marine organism identification and environmental monitoring.
Career Path
Developing AI software solutions for embedded systems. Working on cutting-edge AI hardware acceleration and optimization.
Developing AI software solutions for embedded systems. Working on cutting-edge AI hardware acceleration and optimization.
Pursuing Master's Degree in Computer Engineering with curriculum in Artificial Intelligence and Robotics.
International academic exchange program focusing on Computer Science with specialization in Artificial Intelligence.
Completed Bachelor's Degree in Computer Engineering, establishing a strong foundation in software development and engineering principles.
Developed customer relationship management software solutions for business applications.
Professional experience in the ICT sector, contributing to information and communication technology initiatives.
Expertise
Get in Touch
I'm always interested in discussing new projects, creative ideas, or opportunities in AI and software engineering.
rambaldimatteo@yahoo.it