about?
i’m a final year undergrad studying computer science and engineering at vit chennai. i’m also studying data science at iit madras. my areas of interest span machine learning, genomics, and disease diagnostics. read about my projects →
currently, i lead engineering at cogny, where we’re building next-gen diagnostic platforms using immersive technologies. our work aims to revolutionise how we approach cognitive and behavioral health assessments.
i have research on early blindness detection using deep learning, modular components for assistive technology systems, and designing a multimodal framework for cancer mutation detection through histopathological analysis. check out my research →
when i’m not caught up in code or research, i like capturing moments — there’s something special about freezing a frame in time; pictures of a poem if you will. a quiet rebellion against time, so to say.
looking into
- the potential of microservice architectures in building scalable applications, particularly how container orchestration can optimize resource allocation and system performance.
- emerging applications of cloud-native technologies in building fault-tolerant and highly available systems.
- novel approaches in distributed computing for big data processing, particularly event-driven architectures that can handle both real-time streaming and batch processing workloads.
intrigued by
diving into software engineering, i'm currently learning the concepts of serverless computing - a technology that abstracts infrastructure management while enabling efficient execution of code. while traditional server deployments require manual scaling, serverless computing handles this automatically. this infrastructure abstraction is crucial for building cost-effective and highly scalable applications. i'm exploring how machine learning can be integrated into these architectures, especially using cloud-native services.
the most exciting part is seeing how we can combine serverless computing with other technologies like containerization. i'm learning to work with hybrid architectures that can handle these multi-platform deployments, though the operational challenges are significant. my newest project involves building a pipeline that can process high-volume data streams while maintaining system reliability. there's still much left to learn, but it's thrilling to be able to work at the intersection of cloud computing and application development.