Giancarlo Trimarchi Email & Phone Number

Stockholm County, Sweden

Solna, Stockholm County, Sweden

• In charge of building an LLM-based framework to generate Python simulation workflows starting from natural language requests. Tech stack: OpenAI API, LangChain, Pydantic, and Chainlit.• Developed high-throughput data generation and ETL workflows using a MongoDB backend. Tech stack: Python, MongoDB, and SLURM.• Deployed machine learning models into a production pipeline for high-throughput simulations. Tech stack: Python, PyTorch, and SLURM.

Solna, Stockholm County, Sweden

• Applied machine learning to a range of internal datasets to improve and extend current models. • Led the project “Toward an AI-driven materials modeling platform” within the initiative “Start your Artificial Intelligence journey” funded by Vinnova, Sweden’s agency for innovation (see here). • Built a Python framework for statistical uncertainty quantification of materials models.

Rome Area, Italy

Applied advanced artificial intelligence, machine learning, and big data methods to a real-world business problem.

Evanston, Illinois

• Worked on a range of computational materials simulation projects including a collaboration with Boeing.• Developed Python codes for materials screening with evolutionary algorithms. • Co-author and key personnel of 5 multi-institution research proposals to US agencies.

• Developed from scratch an implementation of an evolutionary algorithm to optimize materials structures. The code has since been applied to more than 20 materials in10 papers in international journals. • Co-principal investigator on a $500k Laboratory Directed R&D project.

Post-doctoral Fellow funded by the Democritos research center of the Italian Institute for Condensed Matter Physics: modeled, by quantum atomistic simulations, selected oxides and metal surfaces. The work was performed at ICTP.

Doctorate, Computational Materials Science

Free-Standing Course, Machine Learning For Physicists And Astronomers (Course Fk7068), 7.5 Hp/Credits

Laurea, Physics