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Master thesis / internship : leverage agentic workflows and llms for interactive process modeling

Pully
Abschlussarbeit
Praktikum
Elca
Inserat online seit: 26 November
Beschreibung

Description Description Build a business process modelling assistant – In the context of document and process management, AI can be leveraged support business analysts and process modelers, in the design of business process models in a guided and interactive approach. To achieve this LLMs can be directed to apply a go through an interactive methodology and respect constraints in terms of design patterns, data structure and style. This approach produces significantly more advanced results - in our case business process models - than what a plain GPT assistant can do out of the box. Objectives Develop a prototype – Implement a prototype which supports BPMN and DMN modelling standards. Leverage MCP and RAG to integrate a knowledge base for business domain expertise and accurate process design. Present the results internally. Deploy the solution online – ex: on Azure. An article to be published on web will be written to present the results of the internship. Our offer A dynamic work and collaborative environment with a highly motivated multi-cultural and international sites team The chance to make a difference in peoples’ life by building innovative solutions Various internal coding events (Hackathon, Brownbags), see our technical blog Monthly After-Works organized per locations Skills required Knowledge of NLP and techniques for training, tuning, and deploying machine learning (ML) models, knowledge in deep learning development. Practical software development skills in one or more programming languages -ex: Python, Java Nice to have: knowledge of commonly used services of Azure or AWS, knowledge of foundational models This internship starts in February 2026. Applications must include your most recent academic transcripts (grades); applications without transcripts will not be considered.

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