I’m a Digital Twins Architect with 18 years of experience, including 12 years building Digital Twin solutions for manufacturing, utilities, and asset-intensive industries. I deliver end-to-end projects: sensor and edge integration, secure data pipelines, twin modeling (semantic & lifecycle), predictive analytics, and interactive visualizations. My approach emphasizes measurable business outcomes — reduced downtime, optimized maintenance spend, and improved operational efficiency. I’m available for strategy, PoCs, full deployments, and long-term support. Let’s discuss your assets and KPIs and create a roadmap to unlock the value of Digital Twins.
Top Skills
- Digital Twin design & implementation
- Asset modelling, semantics (BOM, ontology), lifecycle twin strategies
- IoT systems & connectivity
- Sensor integration, MQTT, OPC UA, edge data acquisition
- Cloud & platform integration
- Azure Digital Twins, AWS IoT TwinMaker, Google Cloud IoT, custom platforms
- Data engineering & analytics
- Time-series storage, streaming (Kafka), ETL, feature engineering
- Predictive maintenance & ML
- Anomaly detection, remaining useful life (RUL) models, supervised/unsupervised models
- Software development & architecture
- Microservices, REST/gRPC APIs, CI/CD, containerization (Docker, Kubernetes)
- Visualization & dashboards
- Real-time dashboards, 3D visualization, AR/VR integration (Unity/Three.js)
- Security, governance & compliance
- Data security, access control, digital twin versioning, audit trails
- Project leadership
- Agile delivery, stakeholder workshops, requirement-to-deployment roadmaps
Services Offered
- Strategy & Assessment
- Digital Twin feasibility, ROI analysis, maturity assessment, roadmap creation
- End-to-end Implementation
- Sensor/edge integration, data ingestion pipelines, twin model creation, cloud deployment
- Platform Migration & Integration
- Azure Digital Twins / AWS TwinMaker setup, integration with ERP/PLM/SCADA
- Analytics & Machine Learning
- Predictive maintenance, condition monitoring, anomaly detection pipelines
- Visualization & UI/UX
- 2D/3D dashboards, interactive twin interfaces, AR proofs-of-concept
- Proof of Concept (PoC) & Pilot Projects
- Rapid PoC to validate KPIs and collect data for production rollout
- Support & Managed Services
- Monitoring, optimization, versioning, and incremental enhancements
Why Hire Me
- Deep domain expertise: 12 years focused on digital twins across manufacturing, utilities, and asset-heavy industries.
- Full-stack delivery: From sensors and edge to cloud, analytics, and visualization — one provider for the whole pipeline.
- Business-first approach: I prioritize measurable KPIs (downtime, OEE, maintenance costs) and ROI justification.
- Clear communication & agile execution: Regular demos, stakeholder alignment, and iterative delivery.
- Security-conscious: Design and implement secure data flows and governance for sensitive operational data.