EY
Full-Stack AI Developer
2024 - Present
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Full-Stack AI Developer
Silvio
Baratto
Building end-to-end AI solutions with a passion for innovation. International perspective with three languages. Translating complex requirements into production-ready systems.
Italian [Native]English [Professional]Spanish [Native]
Experience
Where I've
Worked
European Central Bank
LLM Solutions Developer
2024
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Generali Investments
Portfolio Optimization Developer
2023 - 2024
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EssilorLuxottica
ML Engineer & Project Manager
2021
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Projects
Side
Projects
01
Featured
Roldan Hedge Fund
Quantitative portfolio optimization platform combining AI-powered stock analysis (6-factor evaluation) with multi-strategy optimization. Implements Mean-Variance, Black-Litterman with AI views, Risk Parity, HRP, and CVaR optimization. Features macro regime analysis and institutional-grade constraints.
FastAPI BAML Riskfolio-Lib SQLAlchemy Supabase Quant Finance
02
Dietologo AI
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.
Angular 19 FastAPI BAML OpenAI Supabase Docker Production
View Project→ 03
Pokemon Text-to-Image Generator
Advanced Conditional VAE generating 64×64 Pokemon images from text using dual conditioning: CLIP ViT-L/14 (768-dim) + categorical attributes (type, color, shape). Features BAML metadata pipeline with OpenAI vision, LPIPS perceptual loss, and 17.8M parameters. Production-ready with FastAPI + Angular frontend.
PyTorch CLIP BAML OpenAI Vision FastAPI Angular Generative AI
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