process-mining

Code of experiments implemented in the paper "Explainability of Predictive Process Monitoring results: Techniques, Experiments and Lessons Learned", comparing XAI methods at different granularities (global/local) with different settings on predictive process monitoring outcomes using process mining event logs

Learning analytics methods and tutorials - A practical guide using R

Proof of concept simmer discrete event simulation for the ambulance setting

Finds the invisible "second job" council employees do just navigating the organisation, chasing approvals, duplicate handovers, unclear ownership, and prices it in hours and FTE-days. Uses graph analysis, survival modelling and causal comparison, and never recommends cutting a job, only fixing the process.

IBM Process Mining repository of shared assets

Self-paced learning hub explaining process mining, event logs, bottlenecks, conformance checking, and process intelligence.

Repository for an investigation analyzing Late Dropout students in PUC using BupaR and Disco

Interactive HTML/CSS tools and templates for Business Process Engineering, process landscapes, and BPMN documentation.

End-to-end process-mining analysis of Haifa Municipality recruitment: DFGs, bottlenecks, workloads, and dashboards.

Operational analytics project focused on workflow optimization, SLA analysis, and process efficiency improvement.

Demo in BPM 2021 "Seeing the Forest for the Trees" paper

web app for process cubes

Federated learning for predictive process monitoring on BPIC 2017/2012: non-IID heterogeneity, client fairness, FedAvg/FedProx, DP-SGD and secure-aggregation simulation (TUM MSc thesis)

Project done using R for the course "Data Visualization and Analysis" offered in The University of Bonn with collaboration of RWTH Aachen

Purchase-to-pay business case built on a measured baseline — opportunity sizing, NPV, Monte Carlo sensitivity and diligence-priority analysis, kept strictly separate from what it has to assume

Assigning a purchase-to-pay target operating model against a handoff graph measured from a 1.6M-event SAP log. CP-SAT, pre-registered metrics, and the positions the model does not decide left undecided.

Refactor business processes into AI-Native YAML units. CLI + Claude Code skills decompose, validate, and visualize workflows for script, AI agent, or human executors.