The work, in detail.
Explore my contributions across engineering, information systems and applied research. Browse by category, follow a technical thread, or look closely at the methods and outputs behind an individual piece of work.
All work
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Infrastructure digital twin with Rijkswaterstaat
Infrastructure digital-twin development linking traffic loading, bridge behaviour and asset information.
Contributed to infrastructure digital-twin architecture and validation activities linking traffic loading, bridge models and asset information for infrastructure decision support.
Work and contribution
Contributed to system and data architecture connecting traffic-load datasets, bridge structural models and asset information. Participated in requirements and validation activities focused on infrastructure decision support.
Outputs and scope
Architecture and validation contributions linking complementary engineering information.
Methods and tools
Building digital-twin demonstrator
Building demonstrator exploring combined access to model, asset and operational information.
Contributed to the building digital-twin demonstrator, connecting BIM asset models and IoT data through Autodesk Tandem, Azure and CKAN.
Work and contribution
Contributed to integration of BIM asset models and IoT data across Autodesk Tandem, Azure and CKAN, exploring combined access to model, asset and operational information.
Outputs and scope
Demonstrator integration contribution connecting asset context and operational data.
Methods and tools
Bridge monitoring and geospatial dashboard
Infrastructure monitoring and network-level visualisation.
Designed a bridge-monitoring dashboard concept and developed supporting geospatial data workflows; contributed to a prototype for visualising bridge strain data through Azure PostgreSQL and Grafana.
Work and contribution
Designed a bridge-monitoring dashboard concept covering network maps, monitoring status, maintenance and design information, and historical and real-time views. Developed supporting geospatial workflows to combine bridge datasets, transform geometry and prepare GeoJSON and CSV for mapping. Separately contributed to a raw-strain-data visualisation prototype using Azure PostgreSQL and Grafana.
Outputs and scope
A 14-slide interface concept; map-ready datasets and geospatial scripts; a separately recorded sensor-data pipeline contribution.
Methods and tools
Infrastructure digital twin architecture
Research on a reusable approach to infrastructure digital twins.
Co-authored and benchmarked an infrastructure digital-twin architecture covering data acquisition, management, integration and visualisation.
Work and contribution
Co-authored research comparing TNO, industry, academic and government approaches across data acquisition, management, integration, visualisation and user interaction. Examined how domain tools could be connected through a systematic and reusable architecture.
Outputs and scope
Research and recommendations for reusable infrastructure digital-twin architectures at asset and network levels.
Methods and tools
BIM data for predictive twins
Research on how BIM information supports digital twins across asset lifecycles.
Co-authored research on BIM data for predictive twins, identifying gaps in information requirements, exchange, standards and lifecycle management.
Work and contribution
Co-authored a study of how BIM information can support digital twins across asset lifecycles. Reviewed definitions, maturity models, current practice, information management and exchange, then translated gaps into research directions.
Outputs and scope
A research report and summary covering information exchange, use cases, lifecycle management and reference guidance.
Methods and tools
Industrialised housing planning prototype
Linking industrialised-housing concepts with spatial planning, zoning and policy parameters.
Developed rule-based housing-planning and spatial-compliance logic, evaluated platform integration and authored recommendations for further development.
Work and contribution
Developed data-model and rule-based planning logic for zoning, building geometry and spatial scenarios. Evaluated how building information and process workflows could support a planning prototype.
Outputs and scope
Planning logic, integration experiments and recommendations for further prototype development.
Methods and tools
Healthcare movement and contact analytics
Analysis of Kinexon real-time location data to study movement and proximity.
Developed Python workflows for healthcare RTLS data, including spatial and temporal filtering, proximity-based contact analysis, group aggregation and visualisation.
Work and contribution
Developed Python workflows to merge location records with tag allocations, correct time zones, filter time windows and spatial polygons, calculate contacts using distance and duration thresholds, and aggregate group interactions.
Outputs and scope
Scripts and analytical outputs including Excel exports, contact-duration distributions, contact-pair time series, heat maps and movement trails.
Methods and tools
GenAI tooling for research workflows
Exploring AI assistance for scientific research tasks.
Investigated GenAI research assistance with an emphasis on traceable outputs and appropriate governance.
Work and contribution
Investigated how lightweight AI assistance could support research tasks while retaining traceability between claims, sources and outputs. Evaluated workflow options and the organisational considerations involved in moving from an experiment to an appropriate research tool.
Outputs and scope
A high-level tooling assessment and research-workflow experiments.
Methods and tools
GeoBIM: end-to-end ground-data information system
Connecting geological and geotechnical data capture with storage, engineering use and visualisation.
Designed and developed GeoBIM, an end-to-end ground-data workflow spanning standardised capture, PostgreSQL storage, engineering exchange, geological modelling and visualisation.
Work and contribution
Designed and developed the architecture, templates, naming system, database code, exchange logic and technical presentations. Connected contractor inputs with PostgreSQL storage, gINT, Leapfrog, GIS, Power BI and analytical exploration.
Outputs and scope
Architecture decks, template workbooks, SQL, structured exchange outputs, modelling artefacts, dashboards and technical guidance.
Methods and tools
Ground-data templates, validation and naming
Consistent information delivery from investigation contractors and internal teams.
Created reusable ground-data templates with validation, user instructions and ISO 19650-informed naming, aligning capture with database and engineering requirements.
Work and contribution
Developed naming and instruction workbooks covering project identifiers, originator and data-class codes, template codes, dates and revisions. Added dropdowns, lithology lookups, layer-thickness logic, conditional formatting and responsibility guidance.
Outputs and scope
A final-folder inventory of 29 template files: 15 field, two in-situ and 12 laboratory templates, covering boreholes, geology, rock quality, groundwater, trial pits, CPT, dynamic probing and soil and rock testing.
Methods and tools
PostgreSQL schema and engineering exchange
Reusable relational storage and engineering-oriented transformation of ground-investigation data.
Designed a 28-table PostgreSQL ground-data model and SQL transformation views supporting data checks and repeatable engineering exchange.
Work and contribution
Designed a 28-table core ground-data schema covering investigation locations, boreholes, trial pits, CPT, dynamic probing, field and laboratory testing, discontinuities, rock quality, weathering and groundwater. Developed joins, filters, corrections, duplicate checks and downstream views.
Outputs and scope
A documented relational schema, database working artefacts and SQL transformation views supporting repeatable exchange to gINT, Leapfrog and Power BI.
Methods and tools
IC Malmö: project-specific GeoBIM adaptation
Adapting GeoBIM to Swedish investigation data and project requirements.
Adapted GeoBIM for IC Malmö, developing project-specific schemas, investigation templates and structured exchange outputs supported by dashboard prototypes.
Work and contribution
Adapted GeoBIM to Swedish ground-investigation data and project requirements. Developed project schemas, templates and exchanges for CPT, dynamic probing, vane methods, weight sounding, fissures and indurations.
Outputs and scope
A 14-table project schema, two Leapfrog-oriented views, ten test and template families, populated workbooks, CSV exports, dashboard prototypes and a technical presentation.
Methods and tools
Engineering-tool integration and project pilots
Reusing the same data across engineering reports, geological models, maps and dashboards.
Connected PostgreSQL ground-data workflows with gINT, Leapfrog, QGIS and Power BI, and prototyped database-connected R analysis across project datasets.
Work and contribution
Authored gINT workflow material and SQL views for collar, survey and geology exports. Worked with Leapfrog and QGIS projects and Power BI dashboards. Explored PostgreSQL-connected R analysis for borehole plots, summaries and lithology and rock-quality investigation. Tested workflows across project datasets including the Gorenji tunnel.
Outputs and scope
Structured exchange sets, geological-modelling artefacts, maps, dashboard prototypes and exploratory R scripts. These extend the GeoBIM workflow rather than representing separate enterprise deployments.
Methods and tools
Geotechnical data management in a BIM environment
Joint Erasmus MSc research at the University of Ljubljana and University of Minho.
Investigated geotechnical data management within a BIM environment.
Work and contribution
Connected civil and geotechnical engineering knowledge with structured information management, forming the research foundation for subsequent GeoBIM development.
Outputs and scope
MSc dissertation, Geotechnical Data Management in BIM Environment.
Methods and tools
Standards catalogue and dashboard
Knowledge tool to help users locate relevant BIM, digital-twin and information standards.
Created an Excel standards knowledge tool covering 213 BIM, digital-twin and information-management standards, with structured classification, filtering and user guidance.
Work and contribution
Catalogued 213 standards by primary and secondary topics, category, status and standardisation body. Developed an Excel dashboard with filtering, search, reference links and user guidance.
Outputs and scope
A structured standards database, macro-enabled dashboard and guidance presentation.
Methods and tools
Common data environments and ISO 19650
Interpretation of ISO 19650 for collaborative information workflows.
Translated ISO 19650 principles into practical CDE requirements covering information states, metadata, naming, permissions, revision control, approvals and auditability.
Work and contribution
Prepared practical guidance covering Work in Progress, Shared, Published and Archive states; metadata; naming; revisions and versions; permissions; approvals; auditability; security; remote access; integration and scalability.
Outputs and scope
A 37-slide presentation, practical CDE model and requirements-oriented learning material.
Methods and tools
Data quality assessment and quickscan
Assessing whether third-party data is fit for digital-twin assessment and predictive use.
Co-authored research on data-quality assessment and developed a quickscan proof of concept linking lifecycle requirements to practical checks.
Work and contribution
Investigated assessment tools, framed quality criteria and developed early Excel prototypes and Python experiments. Explored missing data, duplicates, anomalies, profiling and validation, informed by ISO 25012, ISO 8000 and FAIR principles. Co-authored the assessment report.
Outputs and scope
Assessment research, early prototypes and practical checks for built-environment data across its lifecycle.
Methods and tools
Smart-building privacy, security and ethics
Responsible smart-building data use across IoT, operational technology and building-management systems.
Developed a practical privacy, security and ethics framework for smart buildings and co-authored related research on digital resilience and lifecycle governance.
Work and contribution
Developed a practical privacy, security and ethics framework for smart buildings and co-authored related research on digital resilience. Connected responsible data use with cyber-physical systems, operational technology and lifecycle governance.
Outputs and scope
A Brains4Buildings framework report and related co-authored research on privacy, security, ethics and digital resilience.
Methods and tools
Read the public framework (PDF) ↗
Smart-building adoption and business opportunities
Technology adoption, market uptake and information requirements in smart buildings.
Assessed adoption barriers and business opportunities for smart-building technologies through stakeholder interviews and workshops, contributing to business-opportunity and standardisation recommendations.
Work and contribution
Investigated adoption barriers, commercialisation pathways and standardisation priorities through industry interviews and workshops. Contributed to evaluation, business-opportunity and standardisation recommendations.
Outputs and scope
A collaborative Brains4Buildings evaluation and business-opportunity report, with recommendations on uptake and standardisation.
Methods and tools
Read the public report (PDF) ↗
European construction SME digitalisation
European Commission initiative supporting digital adoption by construction SMEs.
Supported the European Commission Digitalisation of Construction SMEs initiative as trainer and technical expert, contributing to workshops, adoption guidance and the EU Digital Construction Handbook.
Work and contribution
Worked as a trainer and technical expert supporting the European Commission Digitalisation of Construction SMEs initiative. Contributed to workshops, technology-adoption training, readiness guidance and the EU Digital Construction Handbook.
Outputs and scope
Training delivery and guidance helping construction SMEs relate BIM and other digital technologies to practical business and delivery needs.
Methods and tools
Research knowledge sharing and reuse
Improving the findability and reuse of models, datasets and code.
Coordinated knowledge-sharing activities, stakeholder engagement and work supporting reuse of datasets, models and code.
Work and contribution
Coordinated activities and stakeholder follow-up to make research datasets, models and code easier to discover and reuse.
Outputs and scope
Knowledge-sharing plans, coordination and community activities supporting research reuse.
Methods and tools
Cross-team collaboration and capability development
Cross-team project formation, internal quality follow-up and knowledge visibility.
Co-organised multidisciplinary workshops connecting digital twins, data quality, urban strategy, geodata and subsurface modelling.
Work and contribution
Co-organised multidisciplinary workshops to turn shared needs into project ideas, connecting digital engineering, urban strategy, geodata and subsurface modelling.
Outputs and scope
Workshop plans, agendas, project concepts and follow-up responsibilities connecting digital twins, data quality, urban strategy, geodata and subsurface modelling.
Methods and tools
Departmental quality-management support
Supporting project evaluation and quality-system follow-up.
Contributed to departmental quality management through internal project-evaluation follow-up.
Work and contribution
Coordinated status follow-up with project leaders on selected internal evaluations, supporting the department’s quality process and audit preparation.
Outputs and scope
Evaluation communication and follow-up records.
Methods and tools
Knowledge mapping and capability visibility
Helping colleagues identify relevant expertise and project connections.
Contributed to internal knowledge mapping and capability visibility.
Work and contribution
Worked with structured information on people, roles, sectors, topics, projects and knowledge areas to support expertise discovery and project formation.
Outputs and scope
Contributions to internal capability and knowledge inventories.
Methods and tools
Research technology showcase
Connecting a research programme with colleagues through a technology-sharing event.
Organised programme and participant communication for a technology showcase.
Work and contribution
Supported the event programme and communication with participants, helping make technical work accessible across teams.
Outputs and scope
An event programme and participant communications.
Methods and tools
GeoBIM technical communication and guidance
Explaining a connected ground-data workflow to technical and management audiences.
Developed presentations and guidance explaining GeoBIM architecture and workflows.
Work and contribution
Created evolving solution presentations, naming guidance, template instructions and next-step material, translating the technical architecture into usable explanations.
Outputs and scope
Architecture and solution decks, distilled presentations and user guidance.
Methods and tools
Civil engineering teaching
Undergraduate civil engineering education in Dhaka, Bangladesh.
Delivered civil engineering courses covering core subjects and applied problem-solving.
Work and contribution
Worked as a lecturer, connecting engineering concepts with analytical reasoning and practical problem-solving for students.
Outputs and scope
Course delivery and teaching contributions.
Methods and tools
Timber systems and structural calculation logic
Digital methods for timber construction and timber-concrete composite design.
Translated timber-concrete composite design logic into a modular software specification covering geometry, materials, connections and engineering calculations.
Work and contribution
Authored a modular calculation specification separating user inputs, calculation modules and stored results. Defined geometry, timber and concrete sections, interlayers, connections, material properties and design calculations. Related exploration examined parametric workflows for industrialised timber systems.
Outputs and scope
A requirements and calculation specification, with technical exploration artefacts supporting further software development.
Methods and tools
Retaining structures and slope stability
Conventional geotechnical design support alongside GeoBIM, including Slovenia Third Development Axis work.
Supported retaining-structure and slope-stability design through parameter studies, Slide2 analyses, CAD sections and settlement and bearing-capacity documentation.
Work and contribution
Supported geotechnical design through soil-parameter and boundary-condition studies, Slide2 analyses, CAD sections, and settlement and bearing-capacity documentation. Compared original and modified assumptions across retaining-structure and slope scenarios.
Outputs and scope
Scenario notes, analysis artefacts, sections, calculation sheets and contributions to team design documentation.
Methods and tools
Ljubljana–Jesenice railway investigation programme
Geological and geotechnical investigation planning for the Ljubljana-Jesenice double-track railway corridor.
Contributed to the development and review of a geological and geotechnical investigation programme for the Ljubljana-Jesenice railway corridor.
Work and contribution
Contributed to development and review of a geological and geotechnical investigation programme for the double-track railway corridor. The programme covered route sections, structures, boreholes, trial pits, probing, CPTu, geophysics, hydrogeology and reporting.
Outputs and scope
Contributions to an investigation programme containing quantities, technical requirements, naming guidance and spatial-presentation references.
Methods and tools
Geotechnical analysis and fieldwork
Geotechnical engineering practice in Perth, Australia.
Conducted stability and settlement analyses and supported geotechnical assessments.
Work and contribution
Used PLAXIS 2D for stability and settlement work, prepared assessment reports and supervised field testing.
Outputs and scope
Geotechnical analyses, assessment reports and field-testing supervision.
Methods and tools
Foundation engineering and model-based documentation
Foundation engineering work associated with Dhaka Metro Rail Line 6.
Contributed to foundation design and model-based documentation.
Work and contribution
Supported foundation-engineering tasks and multidisciplinary coordination through engineering and model-based documentation.
Outputs and scope
Contributions to foundation-design work and coordinated documentation.
Methods and tools
Digital twin logistics for modular construction
Coordination of material flow between suppliers, off-site production and site assembly.
Co-developed a digital-twin research proposal and dashboard concept for modular-construction logistics.
Work and contribution
Helped define a research approach and logistics dashboard concept linking suppliers, off-site production and site assembly.
Outputs and scope
Research proposal and dashboard concept for modular-construction material flows.
Methods and tools
Connected twins for circular renovation
Connecting building models, operational sensing and lifecycle needs for circular renovation.
Developed a connected digital-twin concept for circular renovation, linking building models, material tracking and predictive monitoring.
Work and contribution
Authored a connected-twin concept for circular and energy-efficient renovation and co-presented the pitch. Linked design, construction, operation, renovation and decommissioning, including material tracking, open BIM and predictive monitoring.
Outputs and scope
A lifecycle digital-twin concept and pitch for circular renovation.
Methods and tools
Human–AI design and evaluation concept
Research proposal on human–AI collaboration in built-environment design and performance evaluation.
Contributed to a research proposal covering performance evaluation, human–AI workflows and scalability.
Work and contribution
Helped define proposed research tasks for design evaluation, human–AI collaboration and stakeholder validation.
Outputs and scope
Research-proposal contributions, rather than delivered project leadership.
Methods and tools
Slovenian geological and geotechnical data platform
Scaling geological and geotechnical data standardisation beyond individual projects.
Authored a proposal for a Slovenian geological and geotechnical data platform.
Work and contribution
Authored a platform proposal around standardisation and reusable ground-data information. Defined seven work packages covering templates, workflows, a SQL database, web access, use-case testing, dissemination and project management. Distinguished backend information design from web access and analytics.
Outputs and scope
A literature-informed proposal and architecture comments outlining a platform approach beyond individual projects.
Methods and tools
Building digital-twin lab concepts
Exploring building sensing, 3D models and predictive performance in a lab setting.
Scoped two digital-twin lab showcases linking building models and operational sensing.
Work and contribution
Scoped concepts linking building models, environmental sensing and performance evaluation.
Outputs and scope
High-level lab demonstrator concepts and development approach.
Methods and tools
TRS Consultancy & Agency
Developing practical consultancy for digital transformation in the built environment.
Founded TRS Consultancy & Agency and developed its service model and practical delivery approach.
Work and contribution
Focus areas include digital strategy and adoption, information management, BIM and asset information, readiness assessment and capability building.
Outputs and scope
A consultancy service model, assessment methodology and developing delivery tools.
Methods and tools
TRS-SCAN: digital-readiness assessment
Helping built-environment organisations structure a conversation about digital readiness.
Developed the assessment concept, methodology and user journey for TRS-SCAN.
Work and contribution
Organised readiness questions across governance, people, process, data and technology, with an emphasis on turning assessment findings into practical priorities.
Outputs and scope
A developing digital-readiness diagnostic and report concepts.
Methods and tools
BIM-Lite and BIM Unlock
Making BIM concepts and adoption guidance more accessible.
Developed BIM-readiness and practitioner-learning concepts.
Work and contribution
Work includes lightweight readiness assessment and a bilingual English and Bangla practitioner guide addressing BIM adoption and information-management principles.
Outputs and scope
Developing assessment and learning resources.