- 💼 Currently @ Fincantieri, Trieste, Italy
- ⚙️ I build RAG pipelines, LLM agents and the web apps around them
- 🧠 Lately working with Python, FastAPI, NestJS, Angular, BAML, Docker and Azure
- 🔬 On the side: portfolio optimization, reinforcement learning, Monte Carlo prediction models
- 🌍 Languages: Italian 🇮🇹 (Native), Spanish 🇪🇸 (Native), English 🇬🇧 (Professional)
📫 Contact: [email protected]
🌐 Portfolio: silviobaratto.com
| Project | What it does |
|---|---|
| optimizer ⭐ | Portfolio optimization. LLM agents decide, skfolio optimizes, you approve. Market-data pipeline and paper trading. |
| stockpy | Deep learning regression and classification library on top of PyTorch and Pyro. |
| localrag | Fully local RAG for document search and question answering. Nothing leaves your machine. |
| clipcraft | Generates TikTok scripts, carousel posts and animated social media content. |
| cucu-reinforcement-learning | PPO agent that learns Cucù, an Italian card game with incomplete information. |
| ITAL-IA | Chatbot about Italian regions, answering from a scraped knowledge base and streaming replies over SSE. |
| dietwise | Weekly meal plans with recipes and grocery lists, for the Italian market. |
| project-initializer | CLI that scaffolds full-stack projects with FastAPI or NestJS, Angular and Docker. |
Also used: React, Flask, LlamaIndex.