Luca Corvitto

About

I'm an NLP Engineer at Babelscape ^®, where I focus on designing, developing and optimizing NLP and LLM agentic systems.

Previously, I worked as as an AI Research Engineer at CAELUS, on GenAI applications for the nuclear sector, focusing on explainability, safety, and digital innovation, contributing to the broader mission of decarbonization and Net Zero.

My expertise lays in designing LLM agentic systems using LangGraph, LLM inference APIs, knowledge graphs and vector databases.

I'm also pursuing a Master's degree in Artificial Intelligence and Robotics at Sapienza University of Rome. My academic journey includes research in generative AI for forensic applications and audio-based AI for healthcare, with two peer-reviewed publications.

Driven by a strong ethical commitment, I believe in the potential of AI to promote sustainability, social equity, and animal welfare. Besides this, I am actively involved in advocacy for animal rights and environmental sustainability.

In my free time, I explore new technologies through personal projects and stay engaged in learning.

Computer, System & AI engineer.

I am currently working on my Master's Degree, in which I addressed different topics in AI and robotics, such as:

Deep Learning: CNNs, RNNs, Transformers, Graph NNs
Computer Vision: Face Recognition, Object Detection, Image Segmentation, GANs, Deepfake detection
Natural Language Processing: Text Classification, SRL, NER, NLU and NLG
Neural Networks: Non-Linear Modeling, Gated RRN, VAE, Multimodal Learning, Diffusion Models

Reinforcement Learning: Policy Iteration, Q-Learning, Sarsa, DQN, DDQN
Human Robot Interaction: Multi-modal interaction, Robot Speech Understanding, Visual Perception
Autonomous and Mobile Robotics: Wheeled Mobile Robots, Perception, Localization, Motion Planning
Large Language Model Agents: Reasoning, Tool use, LLM Agent Infrastructure, Agentic RAG, Human-Agent Interaction, Multi-Agent Collaboration

Resume

Work Experiences

NLP & LLM Engineer

2025 - Present

Babelscape ^®, Rome, Italy

AI Research Engineer

2024 - 2025

CAELUS S.R.L., Rome, Italy

Designed and implemented an agentic RAG system using LangGraph, both in local/private configurations (with Ollama models and a local Qdrant client) and via public APIs (e.g., OpenAI's GPT APIs with vector search over Pinecone).
Built training pipelines for LLMs, including instruction tuning, supervised fine-tuning, and reinforcement learning techniques.
Conducted research on state-of-the-art approaches for RAG, agentic LLMs, and the application of GenAI in regulated industries.
Collaborated cross-functionally with IT and Cybersecurity teams to deploy secure end-to-end pipelines that prevent private data leakage.
Participated in international conferences and expos (e.g., NuclearEurope, AFNBP, NPE) to present the product and engage with industry professionals.

English Tutor

2023

Sapienza University of Rome, Italy

Professor Assistant: Assisting the professor in carrying lectures out.
Student Tutor: Assisting students in the preparation of the exam.

Adidas Store Employee

2017

Adidas Official Store, Rome, Italy

Shop Assistant: Assisting customers in the purchasing process, both in Italian and English.

Education

Master's Degree in Artificial Intelligence and Robotics

2021 - Present

Sapienza University of Rome, Italy

Second-level degree, in which the knowledge of Artificial Intelligence and Robotics is introduced and deepened with both theoretical courses and practical projects.

Bachelor's Degree in Computer and System Engineering

2018 - 2021

Sapienza University of Rome, Italy

First-level degree, in which, in addition to the basic knowledge of mathematical analysis, physics and statistics, it introduces to the concepts of computer programming, electronics, systems theory and automation.

Diploma in Scientific Lyceum

2013 - 2018

Liceo Statale A. Meucci, Aprilia, Italy

An high school that focuses more on maths-based courses like mathematics (linear algebra and geometry), physics and chemistry. It has also a course on the latin language and literature.

Skills

Languages

Italian, English

Programming & Markup languages

Python, Java, JavaScript, C, C++, Matlab, HTML, CSS, PHP, LaTeX

Computer Science libraries & tools

Windows, Linux, Git, Github, Docker, Pandas, Numpy, SciPy, Matplotlib, Bootstrap, Streamlit...

ML libraries & platforms

Pytorch, Lightning AI, Weights & Biases, LangChain and LangGraph, AutoGen, Pinecone, Qdrant, Google Colab, Scikit-learn, OpenCV, Huggingface, Transformers, NLTK, SpaCy...