Selected work,
across four years.
A curated selection of production systems, open-source models, and applied research. Most client work is under NDA — described here with anonymized details and verifiable outcomes.
Cloud-native news chatbot
Real-time news summarization and conversational discovery for one of Italy's major digital outlets. Multi-agent architecture with persistent memory, streaming responses, and semantic retrieval over a live editorial corpus.
client engagements and applied work
Multi-tenant SaaS that ingests news from arbitrary RSS and JSON feeds, enriches them with topic extraction and metadata, and stores both content and vector embeddings on S3. The conversational layer combines tool-use and RAG dynamically — the agent decides whether to query structured filters or semantic retrieval based on the question.
Backend AI service for a Flutter mobile app that extracts expiration dates from photos of receipts, medical prescriptions, and ID documents. Categorizes the document type, extracts the relevant date, and syncs it back to the user's calendar — all with data residency guarantees via Bedrock.
Cloud-native AI assistant integrated into this website. Provides accurate, context-aware information about my work using multi-agent reasoning, persistent memory, and Gemini orchestration.
Fine-tuned BERT for personal data detection, deployed into a B2B production platform for GDPR compliance workflows.
Oracle → PostgreSQL migration with full ETL rewrite on Airflow and CI/CD pipeline. Restructured the warehouse model and documented downstream consumers throughout the transition.
Real-time cost control dashboard for logistics operations with ML-based anomaly detection on shipment data. Surfaces outliers and pricing irregularities automatically.
ML-based prioritization system integrated into a B2B platform. Ranks incoming orders by urgency and downstream impact, accelerating processing for time-critical requests.
Deep learning classifier for metastatic tissue in lymph node scans. Public on HuggingFace.
GPT-2 fine-tuned on Divina Commedia to generate text in Dante's poetic style and themes.
published on HuggingFace Hub
Deep learning classifier for metastatic tissue detection on lymph node histopathology scans. Kaggle competition baseline.
GPT-2 fine-tuned on the Divina Commedia to generate text in Dante Alighieri's poetic style and themes.
Fine-tuned BERT for misogyny detection in Italian text. Binary classification on a domain-specific corpus.
Custom multimodal agent on the GAIA benchmark, built during the HuggingFace Agents Course — Certificate of Excellence.
Let's see if I'm a fit.
Most of these projects started with a 30-min technical chat. Bring your problem, your stack, and your constraints — I'll come prepared.