Data Scientist
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Experienced professional with 9.5 years in the automotive aftermarket industry, specializing in service manual preparation. Expertise in AI/ML, data science, and automation development, leveraging cutting-edge technologies to drive efficiency and innovation in technical processes. Proficient in Python, C#, VBA, and
Java Script with a strong focus on scalable and impactful solutions.
Data Scientist , Automation Developer - 07/2015 to Current
RNTBCI- Renault Nissan Technology & Business Centre India
Organization: Nissan-Japan
Project Name: ADAS Calibration - Automated Wheel Height Measurement
As part of the ADAS calibration process at dealerships, the project focused on automating the preliminary step of measuring wheel height. This involves calculating the vertical distance from the center of the wheel arch to the ground point for all wheels, ensuring accuracy and consistency in calibration procedures.
PyTorch: Utilized the keypointrcnn_resnet50_fpn model for detecting keypoints on wheel images.
ONNX: Converted the PyTorch model to ONNX format for optimized deployment on multiple platforms.
OpenCV: Utilized Aruco marker detection to convert pixel values of detected keypoints into millimeter
(MM) measurements, ensuring accurate physical distance computation.
Android Application (Java): Integrated the model for real-time processing and visualization of wheel height measurements.
B.E (EEE)
Panimalar Engineering College, Anna University – Chennai
2015
CGPA 7.99
