Hi, I'm Davide

I am a EPFL Digital Humanities master's student currently working for my master thesis at Thomson Reuters on Test Time Scaling in the legal domain.

I am interested in applied research with large language models and NLP, bridging the gap between foundational research and real-world data science applications.

Selected Projects

Or have a look at all projects

How Are European Citizens' Views Changing?

Data Visualization

Data visualization project analyzing generational and gender differences in social and political attitudes using ESS survey data.

For more

iLLuMinaTE

LLMs

Developed iLLuMinaTE, a LLM pipeline that delivers actionable, theory-driven feedback to students, outperforming traditional explainers with 89.52% student preference across diverse online courses.

For more

Sci-Phi3: An LLM companion for STEM students

LLMs

Chain-of-Thought training of an LLM for university-level MCQA using a pipeline with SFT, DPO, and RAG

For more

Ethical Guidance of AI

LLMs

Developed a RLAIF pipeline by replicating Anthropic's 2021 publication 'Constitutional AI' aimed at ethically guiding the Llama-7b-chat model through a set of predefined principles.

For more

How Are European Citizens' Views Changing?

Data Visualization

Data visualization project analyzing generational and gender differences in social and political attitudes using ESS survey data.

For more

Sci-Phi3: An LLM companion for STEM students

LLMs

Chain-of-Thought training of an LLM for university-level MCQA using a pipeline with SFT, DPO, and RAG

For more

iLLuMinaTE

LLMs

Developed iLLuMinaTE, a LLM pipeline that delivers actionable, theory-driven feedback to students, outperforming traditional explainers with 89.52% student preference across diverse online courses.

For more

Ethical Guidance of AI

LLMs

Developed a RLAIF pipeline by replicating Anthropic's 2021 publication 'Constitutional AI' aimed at ethically guiding the Llama-7b-chat model through a set of predefined principles.

For more