Selected work
Recent systems and measurable outcomes
These projects show how I approach high-volume data, engineering workflows, and delivery systems. Read the full case studies for the context behind each result.
Technical Manager / Expert · April 2023 – August 2025
Built the foundation data platform for the Firefly ADAS team, establishing data formats, transmission protocols, and technical standards.
Result: 6.1 million clips collected from test vehicles in 2.5 years; user vehicles produced more than 2 billion files and 46 million monthly visits.
Technical Manager / Staff Engineer · June 2019 – June 2020
Established a visualization and analytics platform using ADAS data from more than 250,000 user vehicles.
Result: Peak data loss fell from 50% to under 5%, while latency dropped from hours to under 5 seconds.
Technical Manager / Expert · October 2022 – December 2022
Established the Firefly Autonomous Driving CI/CD process and unified software across ADAS, chassis, and telematics.
Result: Delivered 450+ FYAD software package releases with one CI/CD operations engineer supporting 30+ developers.
A focused practice
Selective project inquiries
ChooseBuy is the consulting practice I founded to deliver automation projects for SMEs. I bring experience from software architecture, data platforms, and autonomous-driving systems to a limited number of well-defined engagements.
- 20+ years in software, automation, and data-intensive systems.
- Founder and architect of ChooseBuy from 2007 to 2017.
- Experience building and leading data-platform initiatives for autonomous-driving validation and analytics.
Read the full background or contact Cai about a project.