Mr. Rohith Kumar Punithavel

Edge vs. Cloud: One Approach Doesn’t Fit All

Abstract:

Digital services have become an integral part of modern life. They shape how we work, learn, shop, travel, and connect. From streaming platforms that entertain millions to telemedicine that provides care worldwide, digital services define our experiences today. But behind this convenience is an important question: where does the computing take place? Cloud computing has changed how we scale. It allows organizations to store, process, and analyze large amounts of data. It serves as the foundation for global digital systems like social networks, online marketplaces, and AI-driven personalization. Edge computing, on the other hand, brings intelligence closer to where data is generated. This includes your devices, vehicles, and data centers. It offers speed, privacy, and reliability. This enables digital services, such as real-time traffic control or augmented reality, to respond quickly, even without internet access. However, one solution does not work for everyone. In today’s digital age, success relies on creating experiences that feel easy for users. Whether using the cloud, edge computing, or a mixed approach, the proper setup delivers seamless, innovative digital services that genuinely focus on the customer.

Profile:

 

Rohith Kumar Punithavel is a Senior Software Engineer and Emerging Technology R&D Specialist with extensive experience in Machine Learning, Computer Vision, IoT, and Cloud-Based Solutions. He has a proven track record of designing and deploying innovative AI-driven applications across multiple domains including smart cities, automotive, and enterprise networks.

Rohith excels in end-to-end solution development, from data preprocessing, ETL, and visualization to deploying machine learning and deep learning models on cloud and edge platforms. He is proficient in Python, C, TensorFlow, YOLO, OpenCV, AWS, Docker, CI/CD, and embedded systems, and has successfully delivered projects involving real-time object detection, autonomous vehicle data analytics, and smart IoT solutions.

He holds a Master’s degree in Computer Engineering from Arizona State University and a Bachelor’s degree in Electronics and Communications from Anna University, Chennai. Rohith has contributed to multiple patents and publications in areas such as vehicle connectivity, network orchestration, and AI-enabled safety solutions, reflecting his strong research and innovation capabilities.

Currently at Charter Communications, Rohith leads Emerging Technology R&D, driving AI, ML, and cloud initiatives, optimizing infrastructure, and creating data-driven insights to advance next-generation connectivity and smart applications. His work demonstrates a rare combination of technical expertise, innovation, and practical implementation of cutting-edge technologies.