Master Thesis
vor 7 Stunden
DescriptionDescriptionThe current generation of agents deployed in a company rarely rely on a structured memory of previous interactions. However, as agents become prevalent, making sure that they consider user preferences in a dynamic way will become more important.This is especially true in the context of a central routing agent, to make sure that the context of the user is taken into consideration to better serve them.It however raises several interesting challenges that will have to be investigated in this project.For instance, can the memory adapt to a moving context? A user that started a new position has no longer the same centers of interests. Or simply, if a user now generally wants more verbose answers whereas it preferred before terse answers with simple links.Storing this information for a company would also raise questions of confidentiality, and a local setup will need to be used. It will be important to let users access the stored memories and have full control over them.To explore this theme, we will focus on an agent architecture that will handle centrally the memory, and rely on secondary agents performing RAG on specific parts of ELCA's knowledge baseIt will benefit from the work done currently at ELCA on developing multi-agent infrastructure with automatic discovery.The objective would be to demonstrate the practical value of this approach and confirm that the cost-to-reward ratio justifies its use in real-world business application.This internship offers a rich ground for hands-on experience, particularly in a research area aiming to expand the operational scope of conversational AI through leveraging proprietary data and the relatively unexplored field of memory in multi-agent LLMs. This is both an educational and professional development opportunity in a rapidly evolving technological landscape.ObjectivesTo explore and deploy LLM memory frameworks (e.g. Mem0) and create a program around it to make it useful in a business context.To deliver a proof-of-concept application capable of leveraging this memory-based agentic approach, and evaluate its usefulness.To develop real hands-on experience on currently used chatbotsOur offerA dynamic work and collaborative environment with a highly motivated multi-cultural and international sites teamThe chance to make a difference in peoples' life by building innovative solutionsVarious internal coding events (Hackathon, Brownbags), see our technical blogMonthly After-Works organized per locationsSkills requiredExperience with Machine Learning and NLP principles, familiarity with LLMs.Experience with Python (Pandas, PyTorch, ...) and software engineering principles.Web development skills are appreciated (React, Streamlit, ...).Strong communication skills in both French and English, capable of articulating complex ideas clearly in both written and verbal forms. This internship starts in February 2026. Applications must include your most recent academic transcripts (grades); applications without transcripts will not be considered.
-
Master Thesis
vor 7 Stunden
Eastern Switzerland ELCA VollzeitDescriptionDescriptionExplore with us how generative AI can support the crucial work of managers at ELCA. With a primary focus on facilitating the time-consuming and time-sensitive work related to redacting offers requiring gathering and adapting references from past projects.ObjectivesDesign, prototype, evaluate, and build features for a tool leveraging the...
-
Master Thesis
vor 7 Stunden
Eastern Switzerland ELCA VollzeitDescriptionDescriptionYoung Swiss citizens from Generations Y and Z want to be better informed about their future income through the three pillars of the Swiss pension system.We are looking for an outstanding developer to create a modern and innovative chatbot designed to make life easier for pension experts. As part of this project, you will work within the...
-
Master Thesis
vor 7 Stunden
Eastern Switzerland ELCA VollzeitDescriptionDescriptionProcess automation – Some processes are complex as they require the intervention of several coordinated actors and a set of different activities that combined all together provide a valuable output. The objective of this internship is to implement an application backed by LLMs and agents, that support the work of teams in specific...
-
Master Thesis
vor 7 Stunden
Eastern Switzerland ELCA VollzeitDescriptionDescriptionYoung Swiss citizens from Generations Y and Z want to better understand their future income through the three pillars of the Swiss pension system.We are looking for an outstanding developer with an analytical and entrepreneurial mindset to explore how AI can create new opportunities and optimize iPension, a market-leading software...
-
Master Thesis
vor 7 Stunden
Eastern Switzerland ELCA VollzeitDescriptionDescriptionAt ELCA, we support and maintain a wide range of enterprise solutions based on Microsoft Dynamics 365. These solutions involve custom developments using C#, JavaScript and more, tracked through Azure DevOps (ADO) using work items (User Stories, Tasks, Bugs) and source code repositories (Git). During maintenance phase, customer reports...
-
Master Thesis
vor 7 Stunden
Eastern Switzerland ELCA VollzeitDescriptionDescriptionIn today's fast-paced world, rapid situation analysis and decision taking are critical, especially in the context of crisis management.Using AI, we want to enhance the response time in urgent situations by returning the optimal overview and guidance on the next steps that should be taken. Goal is to minimize the impact of the crisis and...
-
Master Thesis
vor 7 Stunden
Eastern Switzerland ELCA VollzeitDescriptionDescription At ELCA we frequently need to perform migrations or wide-ranging refactoring on large code bases, such as:• Upgrading to a new major version of a framework which brings breaking changes or deprecates features.• Migrating our customers' bespoke applications running on a legacy technology to a more modern stack, sometimes in a...
-
Eastern Switzerland Endress+Hauser VollzeitBei Endress+Hauser geschieht Fortschritt durch Zusammenarbeit. Als weltweit führender Anbieter von Messgeräten gestalten unsere rund Mitarbeitenden die Zukunft im Bereich der Prozessautomatisierung. Ob bei der Innovation und Umsetzung neuer Technologien im Team, der Zusammenarbeit in der Entwicklung neuer Geräte oder der Stärkung wichtiger Beziehungen zu...
-
Intern in Software Engineering
vor 7 Stunden
Eastern Switzerland onsemi VollzeitDescriptionIntern in Software Engineering About Us At onsemi, we help improve lives through silicon solutions every day. Our intelligent power and sensing technologies solve the world's most complex challenges and lead the way in creating a safer, cleaner, and smarter world. Our team in Marin/Switzerland develops low-power digital signal processing systems,...
-
Eastern Switzerland World Council of Churches VollzeitECUMENICAL INSTITUTEPART OF THE WORLD COUNCIL OF CHURCHESATTACHED TO THE UNIVERSITY OF GENEVAAPPLICATION GUIDELINESACADEMIC YEAR MASTER OF ADVANCED STUDIES (MAS) IN ECUMENICAL STUDIESGENERAL INFORMATION TO APPLICANTSThe Ecumenical Institute at Château de Bossey is the international centre for encounter, dialogue and formation of the World Council of...
