Decentralized Node

Developed a decentralized node system hosting lightweight Feed-Forward Neural Networks for sentiment analysis.

Implemented multiple APIs and communication protocols (TCP/HTTP) to enable seamless node interaction. Performed peer-to-peer fine tuning of models via homomorphic encryption to preserve privacy of model weights while fine tuning on data hosted on other servers. Deployed distributed nodes across heterogeneous servers using Docker containerization.