Teams at Obvio

Build and maintain backend distributed systems supporting high-throughput data review and annotation workflows. Design reliable, observable, secure systems with fine-grained access controls, auditable workflows, clean APIs, and resilient failure recovery. Collaborate with product, machine learning, and operations teams to improve feedback loops, participate in architecture decisions, and write well-tested maintainable code.

Build and operate secure, scalable backend APIs and platform services for ticketing, citations, violations, and payments. Improve system tenancy and isolation, make pragmatic architectural trade-offs, respond to production incidents, improve reliability, and partner with Product. Mentor engineers, document technical decisions, and maintain high standards for design and execution.

Develop and improve computer vision models for object detection and multi-object tracking in real-world traffic environments. Own data strategy, experimentation, evaluation, reproducible training pipelines, model deployment validation, and continuous improvement. Optimize models for edge devices while balancing accuracy, latency, memory, and power constraints. Provide technical leadership through design reviews, mentoring, and production-readiness standards.