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Thesis Project Form

Title (tentative): LLM agents (external, at Arsenale BioYards, https://arsenale.bio/)

Thesis advisor(s): Storace Marco E-mail:
Address: Via Opera Pia 11A, secondo piano Phone: (+39) 010 33 52079
Description

Motivation and application domain
At Arsenale BioYards (https://arsenale.bio/) we are pushing the frontiers of what is currently possible in synthetic biology, by making precision fermentation economically viable. Artificial intelligence plays a key role in our company: our goal is to automate every possible task, to let humans focus on the hardest challenges.

General objectives and main activities
We are looking for a motivated student to carry out a six-month project with us, in which s/he will develop novel solutions to help us building the AI operating system behind our Lab. S/he will be using LLMs (Large Language Models) to this end, learning and building on techniques such as RAG (Retrieval Augmented Generation).

Training Objectives (technical/analytical tools, experimental methodologies)
The methods will be developed in Python and the student will have access to high-performance GPUs. The student will have the chance to work in a vibrant startup environment and develop impactful solutions to important problems.

Place(s) where the thesis work will be carried out: Mainly (or totally) at home

Additional information

Pre-requisite abilities/skills: Motivated to work in a dynamic, fast-pace environment; Strong Python skills; Experience using Large Language Models; (Plus) Has worked on machine learning projects before

Maximum number of students: 1