2012 - 2013: Developement scalable workflows

Role: Content and Localization Manager

Customer: Keyrocket/Veodin Software GmbH

Tasks:

2000 - 2011: various Projects

Place of Work: Naples, Italy

Role: Web and software developer

Customer: public sector, education and startup context

Tasks:

• Primary school attendance mapping in the Campania region, Italy (ARLAV)
• Support to the Employment Centers of the Province of Naples, Italy (employers: Ismeri srl, ARKA, CO.SVI.M., LUPT University Federico II)
• Platform for assistive technology, Student Orientation and Tutoring Service website (University UNISOB Naples)
• As self employed: built and scaled a network of websites (coding tutorials) with one reaching top 100 most visited in Italy; managed a team of 6 freelancers, coordinating coding and design services delivery.

Skills:

PHP, SQL, Oracle, MySQL

Software Development & AI/LLM Engineering

Tasks:

• Building production-grade RAG systems, agentic workflows, and LLM-integrated backends on AWS and Azure
• Building a portfolio of deployable reference implementations (see Portfolio Projects below)
• Continuous learning: Hasso-Plattner-Institut Introduction to RAG; self-directed deep-dive into AI/LLM engineering

Skills:

Python (FastAPI), TypeScript/Node.js, LangGraph, LangFuse, OpenAI, Anthropic, Bedrock, Azure AI Search, ChromaDB

Mietrecht RAG

Tasks:

• Configurable RAG system for German tenancy law deployed on Azure Container Apps.
• Azure AI Search, Azure OpenAI GPT-4o structured output, configurable query strategies (rewrite, HyDE, decomposition), evaluation dashboard (golden Q&A pairs), magic link email login, JWT, CI/CD, Bicep IaC, React frontend.

Simple Agents

Tasks:

Agentic AI, tool use, LangGraph, Eval/Observability/cost tracking with LangFuse

German Voicebot

Tasks:

• Fully local German voicebot with real-time voice pipeline: VAD (silence-based), faster-whisper STT, Ollama LLM with embedded knowledge base, Piper TTS.
• Farewell detection, JSON transcripts.

Skills:

Python, faster-whisper, Ollama, Piper TTS, PyAudio, NumPy

LLM Task Queue

Tasks:

Long-running LLM jobs with Celery + Redis, WebSocket real-time updates, PostgreSQL

Skills:

Python, FastAPI, Celery, Redis, WebSocket, SQLAlchemy, React, TypeScript, Docker