Lead ML Engineer @ Stip AI • Based in Rome

Building resilient AI infrastructure and human-centered agents.

I design and scale Retrieval-Augmented Generation pipelines, multi-agent voice systems, and GPU-first MLOps platforms that take products from research to production. Previously, I led AI production at Translated, automating deployments for 100+ machine translation models.

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Impact at a glance

100+ production MT models deployed with automated pipelines
30% idle time saved with custom distributed training framework
100k+ human-labeled datapoints generated via in-house tooling

Current focus areas

Where I make an impact

Stip AI · Lead ML Engineer

Shaping the company’s AI roadmap, from multi-agent platform design to production-grade RAG systems and voice assistants.

Translated · AI Production Team Lead

Owned on-prem infrastructure, automated CI/CD for deep learning, and mentored engineers shipping MT and TTS models worldwide.

Featured work

Explore all repositories ↗

AmazonOffers-TelegramBot

A 150+⭐ Python bot that monitors Amazon deals and broadcasts curated drops to thousands of subscribers with minimal latency.

  • Python
  • Serverless automations

Docugenius

CLI toolkit that leverages LLMs to generate consistent docstrings, improving engineering velocity and knowledge transfer.

  • Python
  • LLM

DistillAI

PyTorch Lightning extension that packages best practices for knowledge distillation into a friendly, reusable training loop.

  • PyTorch Lightning
  • Knowledge Distillation

Neuropulse

Lightweight GPU observability toolkit that keeps distributed clusters healthy with visual telemetry and alerts.

  • Observability
  • NVIDIA CUDA

Notiziario

Streaming pipeline that enriches news articles with LLM-assisted metadata, powering smarter editorial search and retrieval.

  • LLM pipelines
  • FastAPI

Burocratese

Simplify bureaucracy. An AI agent that translates complex legal, fiscal, and bureaucratic documents into clear, plain language.

  • LangGraph
  • Qdrant
  • Docling

Nerd playground

Guide the cache-hungry snake to ingest rogue data packets before the latency monster wakes up.

Use arrow keys, WASD, swipes, or the on-screen pad to steer. Collect eight packets to unlock a nerdy lab note.

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