Kristina Licenberger

Leading AI initiatives within the organization and facilitating knowledge sharing sessions to build awareness, capability, and impact across teams.

Besides working on the project, provided mentorship to colleagues and actively participated in presales engagements, project estimations, and discovery phases. Contributing to the development of MVPs and POCs. Mentored interns during their internships.

Designed and prepared data pipelines for entity resolution, including developing scoring logic and feature engineering. Retrieved data from APIs and supported ML model evaluation through data transformation and analysis.

Worked on data science tasks with a focus on recommendation systems, time series analysis and topic modeling. Designed and implemented machine learning solutions to extract meaningful insights from specific datasets.

Conducted in depth analysis of client databases, organizing sparse datasets to uncover correlations between key attributes. Developed behavior predictions based on identified patterns and presented insights through clear, data-driven visualizations.

Explored a semidefinite programming approach to visual storyline creation using graph-based strategies. Conducted research on combinatorial optimization techniques to identify optimal choices of shortest paths in acyclic, weighted, multipartite graphs. Achieved Honorary Mention of the Mathematical Institute of the Serbian Academy of Sciences and Arts in the field of computing for M.Sc. students.