[PROJECT - AI Search & Chatbot] - September 2024 - PresentI am developing an AI-powered search bar and a smart customer support chatbot (LLM) to enhance the user experience on a client's website. These tools utilize context-aware query processing and retrieve-augmented generation (RAG), support interaction with multiple users, integrate seamlessly with the existing website, and are set to go live in production. {Tech stack: LangChain, OpenAI API, ChromaDB, pdfplumber, NLTK, fastAPI, Streamlit, PostgreSQL, psycopg2, Uvicorn, Pydantic, Postman}.[PROJECT - News Aggregation Tool] - September 2024 - PresentAs the project manager, I lead the development of an AI-based tool to assist editors in automating the process of generating news digests. The tool identifies, groups, and formats articles according to the customer’s requirements, optimizing their layout for easy review. I manage interactions with the client, suppliers, and stakeholders, ensuring smooth delivery of the solution.

The aim of the project is to provide video lectures to Italian students and passionates to deepen Artificial Intelligence and Bionics Engineering. Check it out here: https://www.youtube.com/channel/UCyKvp4laNQfYUql3zmiMMhg

Speaking about engineering, artificial intelligence, robotics, neuroscience, bionics, cybernetics, technology, innovation, and university/work careers to more than 15,000 people!

Data & AI Engineering Unit > Hybrid Intelligence Expertise Center[PROJECT - JobCards] - April 2024 - August 2024Developed an automated system for translating helicopter technical sheets using advanced image processing and deep learning techniques in Python {tech stack: Pytesseract OCR, Hugging Face Transformers, LLMs, Yolov8}. [R&D PROJECTS] - March 2024 - August 2024I worked for the development of on-premise RAG system, supporting GAP analysis in the SW Engineering workflow. Moveover, I was involved in the implementation of an AI-based tool to provide valuable insights into the optimal locations of renewable power plants.

Embedded SW I Engineering Unit > Advanced Signal Processing[R&D PROJECTS] I worked for the development of internal assets in the field of Human Pose Estimation, Object Detection with YOLO, NERF, HW Digital Twins.[PROJECT - LBoQ] - Jan 2022 - March 2024:We supported our customer by developing a cutting-edge algorithm for the optimal design of Ground Photovoltaic Plants, with custom features. The Software produces a 3D Layout of the Plant, estimates Civil and Electrical Bill of Quantities, and optimizes LCoE by considering Earth Movement, Shadowing and other factors. It's distributed all over the World and has contributed to the design of real Plants, bringing a true value to the market{Tech Stack : Python, pvlib, numpy, pandas, scipy, matplotlib, shapely, numba, pickle, SQLAlchemy, cvxpy, opencv, ezdxf, MATLAB, multithreading, multiprocessing, Kubernetes, AWS EKS, Bitbucket, Google Earth}[PROJECT - Train Positioning] - June 2022 - Jan 2023:We developed a Loosely & Tightly coupled EKF for GPS/IMU/Lidar data fusion for a Train Positioning System. I focused on a Deep Learning based Lidar Odometry algorithm (CAE-LO), RINEX and Point Clouds data preprocessing.

I collaborate with the Datapizza Group to share knowledge about Data Science online.I write weekly posts and copies for both Instagram and LinkedIn with a focus on technical aspects of Data Science topics.

Lab training. Advanced analysis of neural and cardiovascular signals using the HAPPE pipeline and KUBIOS HRV: application to PSG recordings.