• Created a POC of Distributed Task Queue with Celery.• Implemented an orchestrator cum manger for incomplete requests in multi worker env.• Developed a backend simulator to mimic provisioner backend, with Request canon.• Migrated DB backend from MySQL to MongoDB for Reservation Backend.

• Nvidia Aerial l1 with Oai e2e deployments with COTS UE.• Nvidia Aerial l1 deployment and testing with In-house l2-l3.• Deployment and orchestration of 5G cluster with multiple edge sites (e2e) with ptp and clock sync.• Cloud Native deployment of Flexran with Accelerators(acc100, acc200)• Flexran on Icelake and Sapphire rapids.• Deployment and integration of Flexran(l1,l2) with O-ru & O-cu. (E2E)• Working on ORAN 7.2x split.• Benchmarked CNDP-based UPF with dpdk pktgen.• Working on CNDP, AF-XDP, and its integration with different 5G core and benchmarking it for different use-cases.• Connected 5G Sd-Core with USRP B210(SDR), N310, X410 and connected to UE.• Connected OAI 5G Core with USRP B210(SDR), N310, X410 and connected to UE.• E2E deployment of ORAN 7.2 Split with 4t4r Radio, and connection with UE.

Working on the following points: • Deployment of 5G core. • Testing multiple 5G cores and topologies. • Cloud deployments of OpenStack via Openstack Helm and Ansible. • Connections of SDR, gNB with 5G core. (Magma, SD-core). • Effective deployments of 5G sites on edge. • Helm chart deployments of Core components(Amf, Upf, nssuf, pcf, etc) • Stabilizing containerized deployment of Magma AGW.

Working with LF Networking Team to achieve the following goals:• Develop an XDP Bridge and Benchmark it.• Running Tgens(Trex, Prox) with various topologies.• Benchmarking eBPF-based CNIs.• Benchmarking DPDK-related applications and improving them.• Running physical Tgen Ixia.• Testing p2p networking over k8s cluster with CNI(Cilium & Flannel) with Intel AF-XDP plugin.

Created a registry for Zarr Codecs, to serve as a bridge between communities of different programming languages.Link: https://github.com/zarr-developers/codecs-registry

Worked on Openstack-Helm project and Helped the community in following ways:• Created ansible-playbooks to deploy openstack over k8s.• Helped community folks to counter errors and openstack deployments.• Tried multiple deployments for different use cases.• Created multiple issues on story board.

Worked with Special Projects Team under MyGovAchieved the following:• Developed a Python Script to collect Covid'19 daily data and append in the Database.• Deployed the script on Cloud with scheduled run.• Visualized data on Tableau.• Database for covid'19 Dashboard