* Owned embedded bring-up and infrastructure across platforms from power-on to CI.

* Shipped multiple customer-facing projects in robotics, healthcare, and IoT under real-time and reliability constraints.

* Built core systems libraries.

* Advised early-stage startups on robotics, AI, and automation architecture, guiding products from prototype through MVP.

* Designed and implemented proof-of-concept systems across robotics, computer vision, and machine learning.

* Delivered hands-on development in C++, Python, and PyTorch across perception, control, and ML pipelines.

* Led algorithm and model productization for Novity, a new venture at PARC focused on predictive maintenance, taking research models toward deployable products.

* Designed and implemented time-series analytics and ML pipelines in Python and Go, targeting real-world industrial data and constraints.

* Architected software systems and supporting infrastructure to enable scalable deployment, data ingestion, and model execution.

* Led the Edge Gateway Software Team through the first paying customer deployment, coordinating closely with hardware and systems teams.

* Defined technical milestones, guided QA efforts, and contributed to project management to ensure delivery readiness and reliability.

* Technical leader across disciplines, bridging research, engineering, and product requirements.

* Architected and delivered end-to-end autonomous robot cell solutions for order picking and parcel handling, deployed in production eCommerce and logistics environments.

* Led the transition from prototype robot setups to industrial-grade systems, refactoring server-side software in Python and robot control code for ABB robots in RAPID.

* Drove robot cell productization to meet industrial, safety, and reliability standards in close collaboration with electrical, mechanical, and software engineering teams.

* Designed and implemented Hardware-in-the-Loop robot cells and simulation environments to enable CI/CD, testing, and faster iteration.

* Served as a technical lead and mentor, guiding junior engineers and advising the company on software and hardware architecture direction.

* Worked directly with customers on-site to support deployments, integration, and operational success.

* Enabled high-throughput lidar production by automating calibration and validation workflows across multiple factory lines.

* Led development of large-scale industrial automation systems for lidar sensor manufacturing, spanning robotics, motion control, vision, and data systems.

* Designed and implemented automation software that coordinated robotic cells, test fixtures, and factory equipment, enabling high-throughput, repeatable production.

* Architected distributed control and data pipelines to manage device calibration, validation, and production telemetry at scale.

* Built reliability, diagnostics, and monitoring into automation workflows to reduce downtime and support factory operations.

* Partnered closely with manufacturing, hardware, and operations teams to translate production requirements into robust software systems.

* Served as a technical owner for automation platforms used in day-to-day manufacturing, balancing throughput, quality, and system reliability.