EY
Full-Stack AI Developer
2024 - Present
Full-Stack AI Developer
2024 - Present
LLM Solutions Developer
2024
Portfolio Optimization Developer
2023 - 2024
ML Engineer & Project Manager
2021
Quantitative portfolio construction platform built on skfolio and scikit-learn. Features 13 optimization models, HMM regime blending, walk-forward cross-validation, and vine copula scenario generation. Angular 21 dashboard with FastAPI backend and PyPI package (portopt). Live at optimizer.silviobaratto.com.
Production AI-powered diet generator with weekly meal plans (35 meals/week), AI recipe generation, and smart shopping lists. Live at diet.silviobaratto.com with Google authentication and subscription system. Complete full-stack solution with Docker deployment.
AI chatbot for Italian regions with scraped knowledge base and real-time SSE streaming. Per-region knowledge, RAG pipeline with Qdrant vector search, and conversational AI powered by GPT-5 Mini. Live at italia.silviobaratto.com.
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