PROJECTS

Development of OHS Oriented Activities for Natural Stone Mining Sector

The Development of Occupational Health and Safety (OHS) Oriented Activities (Visual Materials and Applied Trainings) for Natural Stone Mining Sector to Prevent Occupational Accidents and Injuries is aimed to increase the awareness and improvement of OHS in natural stone mining sector in Turkey to reduce occupational accidents and injuries.

Tek Tuşla Menderes

The project, which was implemented by the Survey and Project Directorate of Menderes Municipality, was introduced as part of the Information Society Transformation and Information and Communication Technologies Grant Program supported by İZKA. The project, with a total cost of TRY 1 million, received a grant of TRY 750,000 under the program.

AI Reliability Audit of AI-Generated Building Footprints — Abuja, Nigeria (2026)

Measuring when a deployed AI system can be trusted in high-stakes decisions. An independent, instance-level accuracy audit of a commercial GeoAI building-extraction tool against OpenStreetMap reference data over a defined 4.28 km² study area.

Core finding: the system generated 7.3× more building polygons than the baseline while failing to detect 43.6% of independently known buildings — aggregate coverage and per-instance reliability are distinct properties. Methods include greedy one-to-one IoU matching, threshold-sensitivity analysis, positional-offset statistics, and street-level ground-truth verification; findings are positioned against NIST AI RMF and EU AI Act Annex III.