Hi, I'm Matteo Mugnai

Co-founded and owned the technical vision from the initial concept through to a successful exit via an equity sale.

• - Engineered the complete full-stack architecture from the ground up.
• - Architected end-to-end ETL pipelines to process and standardize complex, unstructured data.
• - Developed and deployed a custom ML recommender system to optimize user search and listing relevance.

Developed two core AI-driven applications leveraging Large Language Models:

• - HR AI Application: Architected a candidate ranking engine that translates natural language job descriptions into dynamic weights. Developed a C# API server and an NLP pipeline to parse and standardize CV data, utilizing Retrieval-Augmented Generation (RAG) to optimize SQL queries and matching algorithms.
• - Health Assistant Application: Prototyped and delivered a real-time, voice-enabled virtual assistant. Integrated LLM-driven logic with text-to-speech (TTS) and speech-to-text (STT) models to create a seamless, conversational user experience.