Work

Case Studies

Selected projects that demonstrate our engineering approach and technical depth.

Manufacturing Consortium

Industrial Monitoring Platform

A network of manufacturing facilities lacked real-time visibility into equipment health. Unplanned downtime was costing millions annually, and maintenance teams relied on fixed schedules rather than a...

Custom sensor firmware (C/Rust)Edge gateway (Linux, MQTT, Docker)Time-series database (TimescaleDB)ML pipeline (Python, scikit-learn, TFLite)
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Commercial Real Estate Group

Smart Building Automation System

A portfolio of commercial buildings had outdated BMS (Building Management Systems) with no integration between HVAC, lighting, access control, and energy metering. Energy costs were 30% above industry...

Protocol bridges (BACnet/Modbus to MQTT)Kubernetes-based cloud platformTime-series analytics (Apache Kafka, ClickHouse)Reinforcement learning for HVAC optimization
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Regional Healthcare Network

Secure IoT Fleet for Healthcare

A healthcare network deploying 5,000+ connected medical devices had no centralized security posture. Devices ran outdated firmware, lacked encryption, and had no identity management — creating serious...

PKI infrastructure (HashiCorp Vault)mTLS for device communicationOTA firmware update system (custom)Audit logging (Elasticsearch, Kibana)
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