18+ years of engineering at the intersection of 3D GIS, LiDAR surveying, industrial metrology, machine learning & AI. Field campaigns from the Austrian Alps to the Amazon basin — rigorous fieldwork, advanced computational methods.
Researcher and former university lecturer with a private-sector background spanning Austria, Germany and Hungary — working where 3D GIS, precision surveying, civil engineering, physical geography and AI/ML overlap.
Over nearly two decades, I have led field campaigns in the Alps, documented Bronze-Age copper mines with terrestrial laser scanning, reconstructed prehistoric woodworking using spatial analysis, and contributed to hydrological studies in the Amazon basin — always combining rigorous fieldwork with advanced computational methods.
Today, as an independent engineer, I focus on consulting, AI/ML implementation and workflow automation for geospatial, industrial and engineering clients, while supporting research, proposal writing and academic collaboration at the frontier of geoscience, engineering sciences and heritage science.
| Full name | Ing. Kristof Kovacs |
| Based | Bruchsal, Germany |
| Citizenship | German · Hungarian |
| Languages | Deutsch · English · Magyarnative & fluent |
Terrestrial laser scanning (TLS), airborne LiDAR analysis, point-cloud processing and DTM generation. As-built surveying and precise, accurate data delivery for BIM documentation of communal, residential and industrial buildings.
Scientific computing and automation in Python, R and C#. Deep learning directly on point clouds — semantic and instance segmentation, change detection and learned ground filtering (PointNet++, KPConv, Point Transformer v3) — plus Gaussian Splatting and NeRF pipelines that turn standard photogrammetry into web-embeddable, photoreal 3D deliverables alongside metric output.
Laser-tracker surveying and precision measurement using SpatialAnalyzer for industrial and infrastructure projects across Europe.
10 graduate theses supervised; GIS course rated 2nd-best faculty lecture in 2015 (quality score 91.4/100). Experienced in research grant writing and academic coordination.
Advanced workflows in ESRI ArcGIS and open-source platforms; spatial analysis, hydrologic modelling and feature extraction.
Close-range and aerial photogrammetric surveys, 3D model reconstruction and tool-mark analysis of archaeological artefacts.
The Ingenieurkammer Baden-Württemberg (INGBW) officially granted the right to bear the protected professional title "Ingenieur" under § 3 Abs. 1 Ingenieurgesetz Baden-Württemberg (IngG). Reference: AZ 26/0296.
FEATURED
2015 – 2016
TLS survey and Building Information Modeling (BIM) of a historic industrial hall. Full point-cloud acquisition, registration, and architectural reconstruction delivered for industry.
2016
Correlation between TLS intensity values and thermal infrared signatures on a heritage building façade. Mapped heat-loss patterns using co-registered point cloud and thermographic data.
2008 – 2010
Combined TLS and close-range photogrammetry for detailed archaeological site documentation in the Austrian Alps. Demonstrated the synergy of active and passive sensing for heritage recording.
2008
Laser scanning survey to test two TLS systems for ice-surface surveying. Evaluated reflectance properties of glacial surfaces across different scanner configurations.
2011
TLS and high-speed camera documentation for the FIS Alpine World Ski Championships 2011. Precise slope geometry analysis using a Trimble scanning system.
2015
TLS survey and spatial analysis of the medieval Plesse Castle ruin near Göttingen. Point-cloud registration, mesh generation, and volumetric analysis of the tower structure.
2012
Terrestrial laser scanning survey in the Amazon/cerrado transition zone. Analysed impacts of deforestation and land-cover change on catchment hydrology.
2013
Field investigation of land-cover-change impacts on hydrology and hydrochemistry in the Amazon and cerrado biomes. Combined dGPS survey with simulation modelling.
2015
TLS-based forest inventory along an altitudinal gradient at the Cofre de Perote volcano. Characterised structural forest parameters across elevation zones.
2016
TLS-based 3D analysis of Helianthus annuus under varying potassium and water supply. 17 plants scanned to quantify morphological response to nutrient stress.
2015
3D modelling of tree-bark structure via TLS. Investigated the relationship between bark surface morphology and stemflow patterns.
Available for consulting, AI/ML integration and workflow automation across geospatial, industrial and engineering sectors — and open to research, proposal writing and academic collaboration at the frontier of geoscience, engineering sciences and heritage science.
Send me an email →18+ years of engineering at the intersection of 3D GIS, LiDAR surveying, industrial metrology, machine learning & AI. Field campaigns from the Austrian Alps to the Amazon basin — independent consultant, researcher and former university lecturer spanning Austria, Germany and Hungary.