High-performance gRPC microservices architecture, Protocol Buffers (proto3) schema design, streaming patterns, client/server interceptors, load balancing, and deadline propagation.
Production-grade RESTful API design standards, OpenAPI 3.1 specification structuring, contract-first API development, versioning strategies, rate limiting, and schema validation.
Autonomous drone autopilot control, telemetry stream parsing, and offboard mission execution using MAVLink, MAVSDK, and PX4 / ArduPilot. Use when programming autonomous flight routines, geofencing, heartbeat monitoring, RTK GPS positioning, fail-safe state…
Best practices for building autonomous robotics software using ROS 2 (Humble/Jazzy) and Nav2. Use when implementing ROS 2 C++/Python nodes, lifecycle nodes, tf2 coordinate transforms, Nav2 costmaps/planner/controller servers, DDS QoS profiles, sensor fusion…
Engineering patterns for GDPR, CCPA/CPRA, and global data privacy compliance. Use when implementing Data Subject Rights (DSAR) workflows, Right-to-be-Forgotten erasure pipelines, PII pseudonymization/anonymization, consent management (CMP), data processing…
Best practices for implementing SOC 2 Type II compliance controls, continuous evidence collection, infrastructure policy-as-code, and automated security monitoring. Use when automating Trust Services Criteria (Security, Availability, Confidentiality,…
Implement production-grade computer vision pipelines using OpenCV (C++ and Python) with CUDA acceleration. Triggers when processing real-time multi-threaded RTSP camera streams, zero-copy memory transfers, image pre-processing, contour analysis, optical flow…
Deploy state-of-the-art YOLO models (YOLOv8, YOLOv10, YOLO11) for real-time object detection, instance segmentation, and pose estimation. Triggers when training custom YOLO models, exporting to TensorRT FP16/INT8, running ONNX Runtime inference, executing…