AI Teaching LAB
Generating educational content and structured learning pathways through prompt-driven pipelines.
Francesco
Scarano.
IT Manager · AI Engineering · Research & Development
With a background in computer engineering and extensive experience in IT, I am IT Manager at CUOA Business School. I also work in research and development in generative artificial intelligence and machine learning.
IT ManagerCUOA Business School
15+Professional training programmes
20+AI solutions in development and production
One journey,
many perspectives.
My work brings together engineering, IT systems management and specialised training in artificial intelligence.
My role
IT Manager
CUOA Business School
Education
Bachelor’s Degree in Computer Engineering
University educationExecutive Master in ICT Management
CUOA Business SchoolMaster in AI Engineering
ProfessionAIMaster in AI Solution Architecture
ProfessionAI
Work
in progress.
Ongoing projects and research, from AI for education to knowledge-based assistants.
Follow my work on GitHubSynthetic Dataset Generator
Generating synthetic datasets for experiments in business, financial and operational scenarios.
Knowledge Assistant / RAG
AI assistant prototypes that connect language models to knowledge sources through information retrieval.
From ideas
to code.
A selection of projects published on GitHub.
Reinforcement Learning · Cybersecurity
Repository DeepGuard
Attack and defence simulations for healthcare networks, comparing SARSA and Double Deep Q-Network in the gym-idsgame environment.
Computer Vision
Repository VisionTech
Animal and vehicle recognition using convolutional neural networks. A pipeline covering training, evaluation and error analysis.
Computer Vision · Interpretability
Repository Flower Recognition
Flower classification with transfer learning, CNN architecture comparisons, model calibration and Grad-CAM interpretability.
Computer Vision · Deep Learning
Repository Food Image Classification
A pipeline for food image classification using PyTorch, transfer learning and modern convolutional architectures.
NLP · MLOps
Repository Sentiment Analysis
A sentiment analysis pipeline covering training, evaluation, Docker deployment, CI workflows and monitoring reports.
The tools,
behind the ideas.
- AI & Data
- Python · PyTorch · scikit-learn · pandas · SQL · LLM · RAG
- Applications
- FastAPI · Streamlit · React · PostgreSQL · MySQL
- Systems & Platforms
- VMware · Networking · CRM / ERP · Moodle · Qlik
The next project
starts with a conversation.
Let’s talk about IT, artificial intelligence and digital solutions.