Modern supercomputers are behind the scene powerhouses for scientific and human advancement applications such as weather prediction, Numerical simulations, bio-informatics, and material research. CDAC was entrusted with design and development of indigenous core technologies for supercomputing and has built several generations of PARAM supercomputing systems. One of the core components of a PARAM supercomputer is PARAMNet interconnect network. Under the NSM project, CDAC has developed three generations of latest PARAMNet interconnects called as Trinetra series of networks. Trinetra design and development effort spans multiple domains related with state of art hardware system design. It has multiple hardware and software components, such as NCC (Network Controller Chip: VLSI communication co-processor design), NIC (Network Interface Card), and LWP (Lightweight protocol) software. Together, these components realize a high bandwidth, low latency, scalable network fabric supporting industry standard programming interfaces.