Knowledge, experience, craft.
What I know how to make true, from the robot’s camera to the cloud bill.
Applied AI & LLMs
Multimodal and real-time speech-to-speech models, AI agents, RAG, guardrails, prompt engineering, and benchmarking models on latency, failure modes and cost.
Computer vision & perception
On-robot face detection and tracking, vision-driven interaction policies, confidence thresholding, and sensor calibration.
Robotics & HRI
Service robots, human-robot interaction, navigation and localization integration, and fleet management.
Edge & cloud deployment
Edge AI on Android robots, kiosks and displays; OTA updates, Docker, Nginx, CI/CD, WebSockets, MQTT, REST and multi-tenant architecture.
Autonomous vehicles
Hands-on, operator’s-eye experience with autonomous vehicles in daily operation.
Compliance & operations
Mapping deployments to Saudi control regimes (NCA, PDPL, NDMO, CST, DGA, GACA) and writing one-page operating standards with pass/fail tests.
Mechanical design & 3D printing
3D CAD in SolidWorks, AutoCAD and Inventor; additive manufacturing from prototype to production.
IoT & smart facilities
Sensor pipelines for people counters, presence, ultrasonic fill, air-quality and wetness, and live room maps from DXF floor plans.
Languages in product
Building AI products in Arabic (including Gulf dialect), English, Urdu and Hindi.