High-performance vision systems deployed where stability matters more than demos.
Engineering profile
Mechatronics Engineer and Applied Mathematician focused on architecting robust Edge AI systems, industrial telemetry networks, and low-latency computer vision pipelines for mining and real-world operations.
High-performance vision systems deployed where stability matters more than demos.
Architecture first: reliable data flow, measurable latency, and production-grade observability.
Mining, industrial automation, and IoT ecosystems with harsh constraints and real hardware.
Optimized inference pipelines for real-time detection, tracking, segmentation, and industrial analytics.
Telemetry systems connecting field sensors, gateways, brokers, and monitoring dashboards with reliability in mind.
Deployments on Jetson, ESP32, STM32, and custom industrial devices where resources are always constrained.
Automation flows that bridge control logic, sensor data, and operator-facing systems without sacrificing safety.
Public repositories from ai-cain with at least one star, synced automatically from GitHub.
If your project needs industrial reliability, edge intelligence, or a clean technical architecture, let's talk. I care about systems that survive outside the lab.
Say Hello