Intern - Integrating GenAI into TEM Life-Science Applications

Work Schedule

Standard (Mon-Fri)

Environmental Conditions

Office

Job Description

When you are part of the team at Thermo Fisher Scientific, you’ll do important work. You’ll have the opportunity to grow and learn in a culture that empowers your development. We have built an inclusive, global environment that values the power of diverse talent, backgrounds, and experiences to drive speed, efficiency, innovation, and growth.

About the internship

We are delighted to provide a ground-breaking opportunity for an Intern to join our Engineering team in Eindhoven, Netherlands. As a part of our ambitious team, you will acquire hands-on experience and contribute to innovative projects that positively impact on the scientific community. You will have a chance to collaborate with world-class professionals and enhance your skills in a dynamic and inclusive environment.

Within Thermo Fisher Scientific, we create workflow solutions to tailored for customer use cases. One such workflow is single particle analysis, which acquires a large number of images exposed with a low electron dose, assembles them in a 3D model from which the chemical structure of the targeted particle is extracted. This is used to understand the structure of small particles, such as a virus, and helps in finding drugs / vaccines to treat / prevent diseases caused by them.

One of the applications used in the single-particle analysis workflow is Smart EPU, which guides users to acquire images under the best conditions for 3D reconstruction. In this project, we aim to extend the Smart EPU solution with a Generative AI Assistant to enable new users to navigate through the complex procedures of the microscopy and focus on the biology challenges they have. The assistant provides context-aware guidance and is meant to enable even novice users to perform tasks that otherwise would require a power user.

Project goals

• Extend on the existing Gen AI on-prem LLMs to construct chat agents for LifeScience applications, strictly adhering to secure guardrails and reducing hallucinations.
• Collaborate with cross-functional teams to successfully implement innovative solutions.
• Transfer an existing proof of concept to the MSD R&D environment
• Explore existing the GenAI pipeline evaluation
• Evaluate 3rd party large language models by means of synthetic data generation and feedback from application specialists
• Find options to reduce response hallucinations
• Improve Retrieval Response Times (e.g., by profiling Docgraph to improve dilation performance)
• Improve Inference Response Times
• Evaluate existing implementations for Guardrails

Requirements

• Currently pursuing a Masters's or equivalent experience in Engineering, Computer Science, or a related field.
• Strong analytical skills with a proven ability to solve complex problems.
• Experience with Gen AI technologies and on-prem LLMs is a plus.
• Outstanding communication skills and the ability to collaborate effectively within a team.
• Ambitious attitude with a passion for learning and innovation.

What we offer

At Thermo Fisher Scientific Inc., we believe in empowering our employees to reach their fullest potential. As an intern, you will receive:

• Mentorship from experienced professionals who are leaders in their field.
• Opportunities to work on meaningful projects that compete on a global scale.
• A collaborative and inclusive work environment where your ideas are valued.
• Access to brand new facilities and resources.
• The chance to define a real impact and contribute to our mission to make the world healthier, cleaner, and safer!

Apply now: http://jobs.thermofisher.com

Thermo Fisher Scientific does not discriminate based on race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or any other legally protected status.