Senthilkumar Ponnurangam
About Senthilkumar Ponnurangam
Current Role at Quest Global
Senthilkumar Ponnurangam is currently a Senior Software Engineer at Quest Global in Chennai, Tamil Nadu, India. In this role, he operates in a hybrid work environment. He guides a team that integrates AI features into the Concord Tool, leveraging his extensive expertise in Deep Learning and performance optimization to drive innovation and efficiency.
Previous Work Experience
Senthilkumar Ponnurangam has built a solid foundation of industry experience. From 2018 to 2021, he served as Senior Engineer at the RENAULT NISSAN MITSUBISHI ALLIANCE in India. Following this, he continued his career at Quest Global from 2021 to 2024, also in Chennai, Tamil Nadu, India, holding the position of Senior Software Engineer. Across these roles, he has consistently contributed to advanced engineering projects and software development initiatives.
Expertise in Deep Learning and Performance Optimization
Senthilkumar Ponnurangam specializes in Deep Learning with a focus on optimizing performance and accelerating inference of models. He has conducted comprehensive studies on various Deep Learning-based CNN algorithms, including RCNN and YOLO, implementing these in Python for object detection. Additionally, he has evaluated metrics such as the ROC curve to ensure algorithm accuracy and specializes in using ONNX, TensorRT, and Openvino for performance optimization.
Implementation of Advanced AI Technologies
Senthilkumar has a significant background in applying AI technologies to real-world problems. He finetuned the LLAMA 2 model on software logs and successfully deployed it on the Microsoft Azure Cloud platform. Moreover, he developed a bug prediction system from C++ source codes using advanced techniques like Code2Vec and ASTNN, demonstrating his ability to leverage AI for practical and impactful software solutions.
Educational Background
Senthilkumar Ponnurangam studied at the Vellore Institute of Technology, where he pursued and completed an M.Tech in Communication Engineering. His educational experience, which spanned from 2006 to 2008, provided a strong academic foundation that has supported his professional achievements in the field of software engineering and AI.