
Ryan McClelland developed and maintained embedded driver infrastructure across Zephyr-based repositories, focusing on I3C, UART, SPI, and sensor subsystems. In projects like AmbiqMicro/ambiqzephyr and nxp-upstream/zephyr, he engineered protocol-compliant drivers, optimized initialization logic, and introduced dynamic device management to improve reliability and scalability. Using C and CMake, Ryan implemented conditional initialization, runtime power management, and 64-bit timing support, addressing hardware interoperability and timing precision. His work included API upgrades, memory safety improvements, and code quality enforcement, resulting in robust, maintainable codebases. The depth of his contributions reflects strong expertise in embedded systems, protocol implementation, and cross-team collaboration.
April 2026: Delivered core I3C controller improvements and dynamic device management in nxp-upstream/zephyr. Implemented controller role handoff support in the DW I3C driver, enabling dynamic master/slave role switching and proper target-mode reconfiguration to improve scalability and resilience in mixed-role buses. Added robust DEFTGTS handling to support bus-owner handoff, including SDCT parsing and deferred work to avoid ISR allocations, improving responsiveness during role transitions. Introduced Dynamic Address Assignment (DAA) device descriptors for unknown PIDs discovered during ENTDAA to ensure devices are tracked and managed consistently. Extended I3C with In-Band Interrupt Controller Role Requests (CRR) API and per-target ACK/NACK handling to support selective mastership, enhancing control granularity. Added controller initialization/config flags to manage bus init timing and Hot-Join ACK behavior, increasing configurability and reliability in diverse hardware setups. These changes collectively improve bus reliability, device scalability, and time-to-value for adopting I3C in complex systems.
April 2026: Delivered core I3C controller improvements and dynamic device management in nxp-upstream/zephyr. Implemented controller role handoff support in the DW I3C driver, enabling dynamic master/slave role switching and proper target-mode reconfiguration to improve scalability and resilience in mixed-role buses. Added robust DEFTGTS handling to support bus-owner handoff, including SDCT parsing and deferred work to avoid ISR allocations, improving responsiveness during role transitions. Introduced Dynamic Address Assignment (DAA) device descriptors for unknown PIDs discovered during ENTDAA to ensure devices are tracked and managed consistently. Extended I3C with In-Band Interrupt Controller Role Requests (CRR) API and per-target ACK/NACK handling to support selective mastership, enhancing control granularity. Added controller initialization/config flags to manage bus init timing and Hot-Join ACK behavior, increasing configurability and reliability in diverse hardware setups. These changes collectively improve bus reliability, device scalability, and time-to-value for adopting I3C in complex systems.
March 2026 monthly summary for nxp-upstream/zephyr: Key reliability and performance improvements across the Counter API and TFLite-Micro module. Delivered fixes and updates that enhance hardware interoperability and on-device AI capabilities, with direct business value in reliability, maintainability, and throughput.
March 2026 monthly summary for nxp-upstream/zephyr: Key reliability and performance improvements across the Counter API and TFLite-Micro module. Delivered fixes and updates that enhance hardware interoperability and on-device AI capabilities, with direct business value in reliability, maintainability, and throughput.
February 2026 monthly summary: Delivered API-level and driver-level improvements across the Zephyr repositories to strengthen reliability, security, and hardware interoperability. Achieved public API parity for Counter APIs, hardened I3C core macro correctness, improved I3C protocol handling, and significantly boosted memory safety in I3C drivers, while applying code-quality improvements that reduce regressions and maintenance overhead.
February 2026 monthly summary: Delivered API-level and driver-level improvements across the Zephyr repositories to strengthen reliability, security, and hardware interoperability. Achieved public API parity for Counter APIs, hardened I3C core macro correctness, improved I3C protocol handling, and significantly boosted memory safety in I3C drivers, while applying code-quality improvements that reduce regressions and maintenance overhead.
January 2026: Delivered 64-bit Tick Support in the Zephyr Counter Driver by adding Kconfig flags to enable the 64-bit tick API behind feature gates. This preserves backward compatibility while enabling larger tick values for long-running or high-precision timing. No major bugs fixed this month; focus was on clean, opt-in feature delivery to improve timing reliability and scalability. Demonstrated kernel driver development, Kconfig-based feature engineering, and Git best practices (signed-off commits).
January 2026: Delivered 64-bit Tick Support in the Zephyr Counter Driver by adding Kconfig flags to enable the 64-bit tick API behind feature gates. This preserves backward compatibility while enabling larger tick values for long-running or high-precision timing. No major bugs fixed this month; focus was on clean, opt-in feature delivery to improve timing reliability and scalability. Demonstrated kernel driver development, Kconfig-based feature engineering, and Git best practices (signed-off commits).
November 2025 performance highlights across Zephyr-based repositories. Delivered 64-bit tick support for the Counter Driver, configurable I3C idle timeout with tests for no-IBI scenarios, corrected IBI payload handling, and build-warning reductions through conditional compilation. Also introduced nanos/micros-to-ticks conversion helpers and migration guidance to enable a smooth transition to 64-bit ticks. These changes improve timing precision, configuration flexibility, build reliability, and maintainability, enabling scalable embedded timing and smoother upgrade paths.
November 2025 performance highlights across Zephyr-based repositories. Delivered 64-bit tick support for the Counter Driver, configurable I3C idle timeout with tests for no-IBI scenarios, corrected IBI payload handling, and build-warning reductions through conditional compilation. Also introduced nanos/micros-to-ticks conversion helpers and migration guidance to enable a smooth transition to 64-bit ticks. These changes improve timing precision, configuration flexibility, build reliability, and maintainability, enabling scalable embedded timing and smoother upgrade paths.
October 2025 focused on reliability, correctness, and performance in core peripheral drivers across Zephyr-related repos. Delivered two high-impact fixes across separate teams: - zephyrproject-rtos/zephyr-testing: Correct IBI length interpretation in the i3c CDNS driver. Treat an IBI length of 0 as unlimited payload and cap at the configurable maximum, aligning with I3C v1.2 semantics and preventing misreads during rapid IBIs. - nrfconnect/sdk-zephyr: UART driver race condition fix under high load. Clear interrupts at the start of the ISR to prevent missed interrupts when the UART is under heavy load. Impact: Enhanced reliability and data integrity in critical communication paths (I3C and UART), reducing failure modes in production and improving determinism under load. The changes are small, targeted, and validated via existing tests, with clear commit hygiene and sign-offs.
October 2025 focused on reliability, correctness, and performance in core peripheral drivers across Zephyr-related repos. Delivered two high-impact fixes across separate teams: - zephyrproject-rtos/zephyr-testing: Correct IBI length interpretation in the i3c CDNS driver. Treat an IBI length of 0 as unlimited payload and cap at the configurable maximum, aligning with I3C v1.2 semantics and preventing misreads during rapid IBIs. - nrfconnect/sdk-zephyr: UART driver race condition fix under high load. Clear interrupts at the start of the ISR to prevent missed interrupts when the UART is under heavy load. Impact: Enhanced reliability and data integrity in critical communication paths (I3C and UART), reducing failure modes in production and improving determinism under load. The changes are small, targeted, and validated via existing tests, with clear commit hygiene and sign-offs.
September 2025 monthly summary for zephyrproject-rtos/zephyr: Implemented a critical I3C DW driver timing fix to meet MIPI I3C v1.2 specifications for pure buses and adjusted timing for mixed buses based on I2C device capabilities, improving stability across all I3C modes. This change reduces bus hang risk and enhances interoperability for production devices across the portfolio.
September 2025 monthly summary for zephyrproject-rtos/zephyr: Implemented a critical I3C DW driver timing fix to meet MIPI I3C v1.2 specifications for pure buses and adjusted timing for mixed buses based on I2C device capabilities, improving stability across all I3C modes. This change reduces bus hang risk and enhances interoperability for production devices across the portfolio.
2025-08 Monthly Summary — Zephyr Project SOF (zephyrproject-rtos/sof). Focused on API compatibility improvements for the Audio Base Firmware and reinforcing system time stability. Key deliverable: Audio Base Firmware API Compatibility Update migrating from the deprecated counter_get_value_64 to the new counter_get_value for 64-bit counter retrieval, implemented in two locations within basefw_get_ext_system_time to preserve accurate system time. Commits documenting the change include 56c9cb8e936302955ad05412b7bc266cf4b74078 (audio: base_fw: use updated counter_get_value api for 64b) applied in two instances. This work reduces API drift risk and improves maintainability for future 64-bit counter support.
2025-08 Monthly Summary — Zephyr Project SOF (zephyrproject-rtos/sof). Focused on API compatibility improvements for the Audio Base Firmware and reinforcing system time stability. Key deliverable: Audio Base Firmware API Compatibility Update migrating from the deprecated counter_get_value_64 to the new counter_get_value for 64-bit counter retrieval, implemented in two locations within basefw_get_ext_system_time to preserve accurate system time. Commits documenting the change include 56c9cb8e936302955ad05412b7bc266cf4b74078 (audio: base_fw: use updated counter_get_value api for 64b) applied in two instances. This work reduces API drift risk and improves maintainability for future 64-bit counter support.
July 2025 monthly summary for AmbiqMicro/ambiqzephyr focusing on business value and technical achievements.
July 2025 monthly summary for AmbiqMicro/ambiqzephyr focusing on business value and technical achievements.
June 2025 highlights for AmbiqMicro/ambiqzephyr: Key feature delivered is an optimization to I3C bus initialization. The CDNS I3C driver now conditionally initializes the bus only when known I3C devices are present, avoiding unnecessary bus activity and startup overhead. This aligns with power and performance goals for I3C-enabled platforms while preserving full compatibility with existing I3C devices and Zephyr integration. Major bugs fixed: None reported for this month. Overall impact and accomplishments: Significantly reduced initialization overhead and power consumption in typical deployments, leading to faster startup and more efficient runtime behavior for I3C workloads. The change is isolated to the initialization path, which minimizes risk and simplifies future maintenance. The work demonstrates strong alignment with product stability and performance targets. Technologies/skills demonstrated: Embedded driver development (I3C, CDNS), conditional initialization logic, clean commit-based change management, and cross-team collaboration to maintain compatibility with Zephyr integration. Business value: Lower power usage, improved startup performance, and clearer initialization semantics for I3C on supported platforms.
June 2025 highlights for AmbiqMicro/ambiqzephyr: Key feature delivered is an optimization to I3C bus initialization. The CDNS I3C driver now conditionally initializes the bus only when known I3C devices are present, avoiding unnecessary bus activity and startup overhead. This aligns with power and performance goals for I3C-enabled platforms while preserving full compatibility with existing I3C devices and Zephyr integration. Major bugs fixed: None reported for this month. Overall impact and accomplishments: Significantly reduced initialization overhead and power consumption in typical deployments, leading to faster startup and more efficient runtime behavior for I3C workloads. The change is isolated to the initialization path, which minimizes risk and simplifies future maintenance. The work demonstrates strong alignment with product stability and performance targets. Technologies/skills demonstrated: Embedded driver development (I3C, CDNS), conditional initialization logic, clean commit-based change management, and cross-team collaboration to maintain compatibility with Zephyr integration. Business value: Lower power usage, improved startup performance, and clearer initialization semantics for I3C on supported platforms.
May 2025 summary for AmbiqMicro/ambiqzephyr: Delivered tangible driver enhancements and stability improvements that boost configurability, reliability, and maintainability, with business value through safer sensor operation and faster feature iteration across sensor and I3C subsystems.
May 2025 summary for AmbiqMicro/ambiqzephyr: Delivered tangible driver enhancements and stability improvements that boost configurability, reliability, and maintainability, with business value through safer sensor operation and faster feature iteration across sensor and I3C subsystems.
April 2025 performance summary for AmbiqMicro/ambiqzephyr: Delivered key SPI and i3c driver enhancements and stability fixes that improve reliability, performance, and cross-compile robustness. Key features include adding missing FIFO config and RTIO fallback for Cadence SPI driver, and SPI clock frequency accuracy improvements. Major fixes include i3c driver build compatibility adjustments for C/C++ builds and cleanup of CDNS SPI driver with removal of unused PM callbacks and partial pinctrl config. Overall impact: more reliable SPI/i3c abstractions, fewer build-time warnings, and improved clock accuracy, enabling more predictable firmware deployments across devices. Technologies demonstrated: embedded driver development, DTS-driven configuration, RTIO integration, cross-language build compatibility (C/C++, CPP), and code cleanup/refactoring.
April 2025 performance summary for AmbiqMicro/ambiqzephyr: Delivered key SPI and i3c driver enhancements and stability fixes that improve reliability, performance, and cross-compile robustness. Key features include adding missing FIFO config and RTIO fallback for Cadence SPI driver, and SPI clock frequency accuracy improvements. Major fixes include i3c driver build compatibility adjustments for C/C++ builds and cleanup of CDNS SPI driver with removal of unused PM callbacks and partial pinctrl config. Overall impact: more reliable SPI/i3c abstractions, fewer build-time warnings, and improved clock accuracy, enabling more predictable firmware deployments across devices. Technologies demonstrated: embedded driver development, DTS-driven configuration, RTIO integration, cross-language build compatibility (C/C++, CPP), and code cleanup/refactoring.
March 2025 was focused on governance and ownership improvements for critical components in telink-semi/zephyr. A dedicated maintainer was added for tflite-micro and ownership clarified in MAINTAINERS.yml, with a status update to reflect ongoing maintenance.
March 2025 was focused on governance and ownership improvements for critical components in telink-semi/zephyr. A dedicated maintainer was added for tflite-micro and ownership clarified in MAINTAINERS.yml, with a status update to reflect ongoing maintenance.
February 2025 monthly summary for telink-semi/zephyr: Delivered targeted build stability improvements and strategic framework upgrades to enable reliable ARM builds, expand ML inference capabilities, and enhance hardware driver support. The work focused on reducing build-time failures, accelerating AI workloads on Zephyr, and strengthening integration with companion ML and I3C subsystems. Overall, these changes improve product reliability, time-to-market for features, and system-level performance. Impact highlights include: improved ARM build reliability, updated CMSIS-NN integration for richer neural network ops, refreshed TFLite-Micro integration for current libraries, and added Synopsys DesignWare I3C support with robust build overlays and memory/IBI handling refinements.
February 2025 monthly summary for telink-semi/zephyr: Delivered targeted build stability improvements and strategic framework upgrades to enable reliable ARM builds, expand ML inference capabilities, and enhance hardware driver support. The work focused on reducing build-time failures, accelerating AI workloads on Zephyr, and strengthening integration with companion ML and I3C subsystems. Overall, these changes improve product reliability, time-to-market for features, and system-level performance. Impact highlights include: improved ARM build reliability, updated CMSIS-NN integration for richer neural network ops, refreshed TFLite-Micro integration for current libraries, and added Synopsys DesignWare I3C support with robust build overlays and memory/IBI handling refinements.
January 2025: Delivered runtime power management for STM32 I3C HJ operations in telink-semi/zephyr via the hj_response API, adding power-on/clock-on when HJ is active and power-down when inactive, with safeguards to prevent redundant calls. Focused on feature delivery; no documented bug fixes this month. Business impact includes improved energy efficiency and reliability for STM32 I3C usage, contributing to longer device life and lower total cost of ownership. Technologies demonstrated include embedded C, STM32 I3C, and runtime power management practices. Next steps: validation across boards and extending to additional I3C devices.
January 2025: Delivered runtime power management for STM32 I3C HJ operations in telink-semi/zephyr via the hj_response API, adding power-on/clock-on when HJ is active and power-down when inactive, with safeguards to prevent redundant calls. Focused on feature delivery; no documented bug fixes this month. Business impact includes improved energy efficiency and reliability for STM32 I3C usage, contributing to longer device life and lower total cost of ownership. Technologies demonstrated include embedded C, STM32 I3C, and runtime power management practices. Next steps: validation across boards and extending to additional I3C devices.
December 2024 monthly summary for telink-semi/zephyr: Focused on stabilizing the I3C subsystem, improving reliability, and elevating code quality to enable faster onboarding and future feature work. Delivered targeted bug fixes that fixed critical initialization and addressing issues, added SDR error reporting for better visibility and compliance with I3C v1.1.1, expanded IBI Hot-Join tooling for easier device onboarding and debugging, and refined code quality with macro-based size calculations to simplify maintenance and future changes. These efforts reduce risk in I3C device attachment, improve error handling, and streamline development workflows, translating to tangible business value in reliability, maintainability, and developer efficiency.
December 2024 monthly summary for telink-semi/zephyr: Focused on stabilizing the I3C subsystem, improving reliability, and elevating code quality to enable faster onboarding and future feature work. Delivered targeted bug fixes that fixed critical initialization and addressing issues, added SDR error reporting for better visibility and compliance with I3C v1.1.1, expanded IBI Hot-Join tooling for easier device onboarding and debugging, and refined code quality with macro-based size calculations to simplify maintenance and future changes. These efforts reduce risk in I3C device attachment, improve error handling, and streamline development workflows, translating to tangible business value in reliability, maintainability, and developer efficiency.
November 2024 monthly summary for kholia/zephyr: Delivered feature enhancements and quality improvements including interrupt-driven UART support and I3C v4.0.0 release notes, along with targeted bug fixes to reduce compiler warnings and boost runtime stability. These changes improve UART responsiveness, I3C initialization reliability, and overall platform maintainability, while expanding developer-facing documentation and shell tooling.
November 2024 monthly summary for kholia/zephyr: Delivered feature enhancements and quality improvements including interrupt-driven UART support and I3C v4.0.0 release notes, along with targeted bug fixes to reduce compiler warnings and boost runtime stability. These changes improve UART responsiveness, I3C initialization reliability, and overall platform maintainability, while expanding developer-facing documentation and shell tooling.
Month: 2024-10 — Delivered targeted enhancements in the kholia/zephyr repo, focusing on DSP capabilities and UART reliability. Upgraded CMSIS-DSP to v1.16.2 with CMakeLists adjustments and test refinements; delivered an interrupt-driven UART fix for CDNS with streamlined interrupt handling. These changes reduce risk, improve performance, and enhance test coverage, enabling closer alignment with product roadmaps.
Month: 2024-10 — Delivered targeted enhancements in the kholia/zephyr repo, focusing on DSP capabilities and UART reliability. Upgraded CMSIS-DSP to v1.16.2 with CMakeLists adjustments and test refinements; delivered an interrupt-driven UART fix for CDNS with streamlined interrupt handling. These changes reduce risk, improve performance, and enhance test coverage, enabling closer alignment with product roadmaps.

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