Hi, I'm Davide

I am a EPFL Digital Humanities master's student currently working in AXA as LLM engineer / Data scientist intern.

I am interested in designing and developing applications with large language models and leveraging data analysis and visualization to uncover actionable insights and stories.

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.

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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