May 2023 – Present · 3 yrs · Pune District, Maharashtra, India · Hybrid

• Module :- Traffic Sign Assistance TSA
• Analyzed over 2,000 hours of autonomous vehicle test drive footage and logged 300+ errors, leading to a 20% improvement in traffic sign recognition accuracy.
• Coordinated with cross-functional engineering teams to fix 180 bugs prior to product releases, enabling timely launch.
• Created comprehensive dashboards and visualizations for traffic sign recognition metrics, providing key insights for future enhancement.
• Provided analysis and feedback leading to redesign of sign classification algorithms, reducing false positive rate by 15%
• Consistently met quality goals for monthly software builds, ensuring timely delivery for European regional rollout.
• Maintain comprehensive spreadsheets to track and categorize identified errors.
• Collaborate with the DevOps team to prioritize and resolve identified issues in a timely manner.
• Stay up to date with the latest European traffic regulations and standards to ensure compliance.
• Contribute to the development and improvement of the Traffic Sign Assist system by providing feedback and suggestions.
• Module :- Active Traffic Control Assist ATCA
• Analyzed ADAS traffic light issues using Context Fusion, RoadNet, LightNet modules with cross-functional teams.
• Validated traffic light failure cases including ghost braking and missed stops using perception and planning logs.
• Debugged intersection scenarios by analyzing VTLB, wait conditions, and perception signals.
• Used Drivescrubber, Maglev tools to visualize vehicle behavior and validate traffic light responses.
• Identified Traffic Light Perception false positives/negatives for improved decision making.
• Created root cause reports for ghost brake, late stop, and missed yield scenarios.
• Maintained structured triage documentation and ticket tracking in AVDRIS system.
• Updated Traffic Light Judgment processes including issue classification and escalation workflows.