Lishwanth Jayakumar Email & Phone Number

Chennai, Tn, In

Chennai, Tamil Nadu, India

• Led the development of an anomaly detection system for LiDAR data in ADAS using OpenCV. This project involved leveraging image classification techniques to identify and flag unusual patterns in LiDAR data, potentially indicating hazards or malfunctions on the road.• Designed and implemented an ETL pipeline for LiDAR object detection on AWS. This pipeline streamlined the process of extracting, transforming, and loading LiDAR data, enabling efficient processing and analysis for object detection tasks within ADAS systems.• Performed in-depth Exploratory Data Analysis (EDA) on large datasets utilizing Pandas, Spark, and Excel. By employing a combination of these tools, I was able to uncover valuable insights and trends hidden within the data, leading to a deeper understanding of the system's behavior. Additionally, I created interactive visualizations using Power BI to effectively communicate these findings to stakeholders.• Successfully deployed and maintained updated machine learning models using Docker containers. This approach facilitated efficient scaling and deployment of the models on EC2 infrastructure, ensuring optimal performance and responsiveness within the ADAS system.

Chennai, Tamil Nadu, India