CEO / Chief Scientist

Standards / Protocol Knowledge / Implementation

• Iso 9000
• Iso 13485
• Iso 27000-1
• 60601
• 15xxx-16xxx Medical Cen/iso
• En 980
• Iso 14971
• Ics 35.240.80
• Iec 62304
• Hl7
• Fhir
• Iso/tc 307

Methodologies Development / Implementation

• Distributed Consensus Protocol (Pow, Pos, Dpos, Pbft, Poa, Lpos, Poc, Poi, Pobpoet)
• Strategic Data Frameworks
• Model Driven Architecture (Mda)
• Service Oriented Architecture And Modelling (Soma)
• Himss Interoperability & Emram
• Performance Analysis And Optimizing
• Special Concepts Wibe 5.0
• Oo Analyses And Uml Design
• Model Driven Development (Mdd)
• Data Driven Development (Dda)
• Performance-engineering
• Feature Driven Development (Fdd)
• Requirements-engineering
• Behavior Driven Development (Bdd)
• Orm Methodologies
• Test Driven Development
• Subversion Control System
• Source Safe
• Perforce (Source-control)
• User Interface Design
• Data Base Model And Design
• Data-mining (Modelling And Design)
• Semantic Web
• Itil
• Reactive Programming / Architecture
• Semantic Interoperability
• Attribute Driven Design/development

Sector Of Experience

• Finance (Digital)
• Telecommunications
• Healthcare
• Automotive
• Transport – Logistic
• Government
• Military
• Real Estate

Telemedicine & Healthcare Research Methodologies

• Remote Patient Care
• Device Lifecycle Tracking
• Wearable Tech
• Ai Diagnostics
• Clinical Workflow Modeling (Bpmn Or Hl7 Digital Healthcare Integration)
• Device Lifecycle Tracking With Blockchain
• Human Factors & Usability Testing
• Predictive Analytics For Patient Outcomes (Ml Techniques Using Ehrs, Real-time Vitals, And Remote Monitoring Inputs)
• Regulatory Compliance Mapping (Hipaa, Gdpr, Fda, And Iso)
• Healthcare Data Provenance Studies

Data Science Methodologies

• Exploratory Data Analysis (Eda)
• Data Mining And Pattern Recognition
• Machine Learning Model Development
• Supervised/unsupervised Learning
• Model Evaluation (Roc, Auc, Cross-validation)
• Big Data Frameworks
• Data Wrangling And Preprocessing Techniques

Blockchain-specific Research Methodologies

• Protocol Analysis And Modeling (Consensus Mechanism Evaluation)
• Cryptographic Algorithm Testing (Zero-knowledge Proofs, Hash Functions)
• Verification & Formal Methods (Logic Frameworks)
• Tokenomics And Game-theoretic Simulations (Economic Modeling Of Decentralized Systems)
• Network Simulation And Stress Testing
• Node Behavior Under Various Threat Models

Ai & Machine Learning Methodologies

• Algorithm Development & Neural Network Training (Cnns, Rnns, Transformers, Etc.)
• Reinforcement Learning Experiments (Simulation-based Environments)
• Explainable Ai (Xai), Shap, Lime, Decision Trees For Transparency
• Natural Language Processing Techniques
• Federated Learning
• Privacy-aware, Distributed Ai Model Training

Implementation & Experimental Methodologies

• Prototype Development And Testing
• Simulation And Emulation (Especially For Smart City And Iot Contexts)
• A/b Testing And Controlled Experiments
• Performance Benchmarking (Speed, Scalability, Energy Efficiency)