Architecting resilient distributed software and mission-critical hardware electronics.
Over two decades of engineering leadership designing high-reliability systems: from global medical and consumer IoT infrastructures serving hundreds of thousands of regulated devices, to high-speed electronic design automation (EDA) engines and industrial energy telemetry platforms that recovered tens of millions of dollars.
Major Software & Electronic Projects
Enterprise-grade platforms, algorithmic verification suites, and bespoke hardware designs. Select any system card to examine deep-dive architectural specifications.
Global Medical & Consumer IoT Platform
Cloud-native, event-driven IoT backbone supporting 700k+ global connected health and consumer telemetry nodes with strict regulatory compliance.
Industrial Energy Monitoring & Optimization Engine
Distributed computing platform for sub-minute commercial energy metering, load disaggregation, and automated predictive anomaly detection.
NLP Financial & Technical Document Mining System
Enterprise document intelligence system parsing complex semi-structured PDFs, technical datasheets, and legal financial statements with ontological mapping.
EDA Verification & Graph Isomorphism Engine
Algorithmic computer-aided design (CAD) compiler and geometric red-lining framework executing netlist comparisons and circuit topology isomorphism.
Petabyte-Scale Time-Series Telemetry Engine
Ultra-low latency time-series datastore architected for massive concurrent writes, downsampling rollups, and distributed query caching.
Acoustic Resonance & Vacuum Insulation Analyzer
Precision acoustic excitation and decay test bench verifying structural integrity and hermetic vacuum retention in double-walled insulated vessels.
Customer Premise Equipment (CPE) Energy Acquisition Unit
Hardened edge telemetry gateway with zero moving parts, Power Line Communication (PLC) proxies, and micro-kernel runtime for harsh industrial switchgear.
High-Torque Motor Control & TRIAC Breakdown Diagnostics
Root-cause forensic engineering and power electronics redesign solving catastrophic semiconductor gate failures in commercial consumer appliances.
High-Speed BiCMOS VLSI Standard Cell Library & Characterizer
High-performance analog and digital cell library synthesis, automated layout validation, and waveform timing de-rating characterization.
Optical Wireless Telemetry & Visible Light Transceiver
Visible Light Communication (VLC) lab prototype transmitting isolated sensor telemetry across optical pathways in RF-sensitive environments.
Issued US Patents & Filings
Fundamental algorithms spanning geometric CAD design verification, distributed database synchronization, and automated table extraction.
Method and Apparatus for Verifying Design Data
Pioneered computational techniques for verifying CAD microelectronic design data, detecting layout discrepancies, and standardizing topological rules.
Data Retrieval Method and Apparatus
Architected innovative indexing and extraction mechanisms for complex unstructured multi-vendor electronic catalogs and parametric datasheets.
Remote Database Update Method and Apparatus
System for deterministic transactional synchronization of distributed micro-databases over constrained bandwidth network links.
Data Extraction Method and Apparatus
Automated decomposition of tabular and geometric structures embedded in portable electronic documentation.
Publications & Standards
Contributions to EDA standard bodies, B2B data exchanges, and design chain integration.
Awarded consecutively by the Advanced Packaging Association (APA) for breakthrough innovations in electronic computer-aided engineering and component modeling.
Architectural & Technical Toolbox
Rigorous multi-disciplinary engineering breadth covering cloud backbones, low-level physical layer electronics, applied ML, and compliance enforcement.
Cloud & Distributed Systems
- AWS Cloud Architecture (IoT Core, Lambda, Neptune, DynamoDB, Glue, Step Functions, Redshift)
- Distributed Data Systems (OpenTSDB, Hadoop, HBase, Kafka, Kinesis)
- Relational & Graph Stores (Aurora, PostgreSQL, MySQL Cluster, Neptune RDF/SPARQL)
- Event-Driven Microservices, Zero-Downtime Continuous Deployment, REST & GraphQL APIs
Firmware & Electronics
- Embedded C / C++, Embedded Java (J2ME/Java 8), Microcontroller Firmware (ARM, PIC, Atmel)
- Power Electronics Diagnostics (TRIAC, MOSFET, Motor Drives, Transient Clamping)
- Acoustic & Vibration DSP (Hilbert Transform, FFT, Spectral Entropy Analysis, Noise Filtering)
- Industrial Communications (Power Line Communication PLC, Modbus, CORBA, RS-485, SPI, I2C)
Data Science & Machine Learning
- Machine Learning & Deep Learning (PyTorch, LLM Edge Triage, Scikit-learn)
- Predictive Econometrics (Multivariate LASSO, Quantile Regression, Time-Series Forecasting)
- Natural Language Processing (Markov Logic Networks, Ontological Graph Extractors)
- Data Visualization (D3.js, High-Speed Canvas Telemetry Rendering, Scientific SciLab/R)
Security & Compliance
- Healthcare & Privacy Regulations (FDA 21 CFR Part 11, HIPAA, GDPR, CCPA, PII/PHI)
- Security Engineering (Threat Modeling, Mutual TLS Authentication, Secure OTA Flash Firmware)
- Electrical Standards (UL 61010-1 Safety, FCC Part 15, RoHS Directives)
- Engineering Team Governance (Multi-National Distributed Teams, Agile/Scrum R&D)
M.S. in Computer Science & Electrical Engineering
University of Applied Science, Furtwangen, Germany
Rigorous dual-discipline training uniting digital signal processing, VLSI microelectronics, real-time operating systems, and discrete mathematics.