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Ciao, I'm Daniele 👋

MSc Data Science & Management · Head of MayAI · Rome 🇮🇹 · Amsterdam 🇳🇱

🔍 Open to internships & trainee roles in Data Science / AI Engineer — open to relocation

🌐 mayai.it · 💼 LinkedIn · 🐦 X · ✉️ dani.giovanardi@hotmail.it


I work across the whole pipeline: business intelligence and predictive modeling on real operational data, embeddings & RAG for search that actually answers, scraping to build the datasets nobody hands you. Some of it becomes products at MayAI, where we build AI that works the way Italian businesses do. Measurable, reproducible, deployable.

🔧 Projects

Whisperer 🏆 Memory layer for long voice-agent calls — distills the conversation into an evidence-backed state ledger: recall 0/10 → 10/10, lower cost per turn. Winner @ HackRome 2026
BackPropBandits Anomaly detection built twice — classical pipeline vs LangGraph multi-agent — with LLM-narrated risk reports (LUISS × Reply)
DiscoverAI Semantic search over 300k+ Amazon reviews: two-tower embeddings, FAISS, hybrid re-ranking (LUISS × Deloitte)
idea-radar Spots emerging tech before it saturates — momentum, not stars. Local LLMs, fully offline
off Flutter app for off-road riders: offline GPS, live group rides, AI mechanic — ~30k lines, built solo
bandiradar Monitors Italian public funding and matches tenders to company profiles — CLI + MCP server
italbizbench Benchmark for AI agents on real Italian SME fiscal work — deterministic, sandboxed

Also on my profile: thesis on injury-risk prediction (INAIL data) · credit risk in R · the MayAI CLI suite for AI agents

🛠️ Stack

Python R TypeScript Dart SQL

pandas scikit-learn PyTorch Transformers FAISS spaCy Jupyter

LangGraph Claude OpenAI Ollama MCP

FastAPI React Flutter Supabase pytest Git

🌱 Interests

Business intelligence & predictive modeling on real operational data · embeddings & RAG for semantic retrieval · voice agents — memory & context engineering for long calls · scraping & data pipelines at scale · AI agents that run high-friction processes end-to-end · agent evaluation & benchmarking · risk modeling · local-first LLMs · shipping complete products, backend to UI


💬 AI agents, data, Italian-market products — reach me on LinkedIn or at dani.giovanardi@hotmail.it

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  1. BackPropBandits BackPropBandits Public

    Anomaly detection on airport transit data: classical pipeline vs LangGraph multi-agent architecture — LUISS project

    Jupyter Notebook 1

  2. DiscoverAI DiscoverAI Public

    Forked from FilippoNannucci/DiscoverAI

    Review-aware semantic product search over Amazon Reviews 2023: MPNet two-tower embeddings, FAISS retrieval, quality-weighted re-ranking, BART summarization and entity extraction. Joint project with…

    Jupyter Notebook

  3. mayai-it/bandiradar mayai-it/bandiradar Public

    Open-source engine that monitors Italian public funding (tenders, grants, incentives) and ranks them against a company profile — two-stage matcher, ANAC benchmarks, CLI + MCP.

    Python 2

  4. idea-radar idea-radar Public

    Finds emerging tech before it saturates — ranks HN / GitHub / RSS signals by momentum, not stars. Semantic dedup, local-LLM insights, live radar UI, fully offline.

    Python 1

  5. off off Public

    Flutter companion app for enduro & off-road riders — offline-first GPS tracking, digital garage & maintenance, offline maps, live group rides, AI mechanic triage and a ride-sharing community. Supab…

    Dart

  6. NapSaga/Whisperer NapSaga/Whisperer Public

    Whisperer — a drop-in memory layer for long voice-agent calls. Keeps the thread without re-paying the full context every turn. Built at HackRome 2026

    TypeScript 1 1