Topic Modeling and Trend Detection
Identifying and clustering semantic trends in work chats using NLP and topic modeling.
Master
Video Capture of Best Practices
Analyzing video recordings to detect and formalize innovative work practices.
Master
Gamification for Motivation
Using game mechanics to encourage employees to share innovative knowledge.
Master
LLM in Interviews
Conducting automated interviews with LLMs to extract and formalize expert knowledge.
Master
Expert Identification
Identifying employees with the richest personal knowledge using expert detection methods.
Master
LLM‑Based Annotation of Employee Knowledge Maps Generated Through Topic Modeling
Development of an LLM‑based solution that automatically annotates employee knowledge maps generated via topic modeling to support managerial decision‑making.
Master
LLM‑Based Annotation of Research Topics Identified Through Topic Modeling
Development of an LLM‑based solution that automatically annotates topics from topic modeling to support managerial decision‑making.
Master
Empirical Study of Enterprise Needs, Barriers, and Drivers in AI-Driven Digital Transformation
Conducting an empirical study to identify enterprise needs, as well as key barriers and drivers, in the adoption of artificial intelligence for digital transformation.
Master
RAG Configuration Wizard: Automated Selection of LLM, Embedding Model, and ReRanker for Enterprise Use Cases
Development RAG Configuration Wizard that recommends the best LLM, embedding model, and reranker for a use case based on constraints and requirements.
Master
Comparative Analysis of Topic Modeling Methods
Comparative analysis of topic modeling methods applied to the task of identifying professional potential in workplace chats.
Bachelor
Development of a Method for Assessing Professional Competencies Based on Topic Analysis of Group Discussions
Creation of a pipeline for extracting topics from professional discussions and matching the identified topics with the project's competency library.
Bachelor
Analysis and Integration of Ambient Sensor Systems for AAL Applications
Literature and market analysis of existing ambient sensor solutions for AAL.
Bachelor
Temporal Trend Detection
Identifying semantic shifts in ad-hoc discussions using hierarchical topic modeling.
Bachelor
Self-Diagnosis via Logs
Capturing innovative knowledge through employee-maintained daily operation logs.
Bachelor
Brainstorming with LLM
Automating collective brainstorming sessions to extract and formalize knowledge.
Bachelor
Semantic Similarity and Hierarchical Modeling
Comparing text collections using hierarchical clustering of semantic concepts.
Bachelor
Cognitive Maps with LLM
Visualizing employee expertise through automated cognitive mapping using LLMs.
BachelorPropose Your Own Thesis Topic
Have an idea for a thesis? Submit your proposal and we’ll get in touch!