Hi, my name is
Rohan Mohapatra.
I build software for humans,
focusing on
.
01.
About me
I am a passionate software developer with a relentless curiosity for understanding and solving complex problems. My journey in the tech world has been marked by a deep dive into the realms of Machine Learning, where I have crafted algorithms to optimize real-world systems. My expertise extends to the seamless orchestration of applications using Kubernetes, the development of robust Spring Boot microservices, and the creation of engaging React JS applications.
My project portfolio reflects my commitment to innovation. Noteworthy projects include a Distributed In-Memory Hash Table leveraging Apache Zookeeper, Apache Kafka, and Java, showcasing a significant reduction in data retrieval latency and an increase in system throughput against Redis. The creation of a Virtual Events Platform, utilizing React.js, Material UI, Cassandra, and Node.js, demonstrated my ability to enhance user experience and streamline event management. Moreover, the development of a Container Orchestration Engine on AWS, Docker, Flask, and SQLite showcased my skills in ensuring high availability, fault tolerance, scalability, and a smooth user experience.
02.
Things I've built
03.
Publications
De-SaTE: Denoising Self-attention Transformer Encoders for Li-ion Battery Health Prognostics
IEEE International Conference on Big Data
The State of Lithium-Ion Battery Health Prognostics in the CPS Era
ArXiv
Large-scale End-of-Life Prediction of Hard Disks in Distributed Datacenters
IEEE International Conference on Smart Computing (SMARTCOMP)
TFBEST: Dual-Aspect Transformer with Learnable Positional Encoding for Failure Prediction
Submitted to IEEE International Conference on Big Data
AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence
IEEE Transactions on Emerging Topics in Computational Intelligence
A New Approach for Momentum Particle Swarm Optimization
Advances in Machine Learning and Computational Intelligence
04.
What's next?
Get In Touch
Whether you have a question or just want to say hi, I'll try my best to get back to you!