• Led engineering effort of resolving customer escalation cases on Juniper routers/firewalls/security products etc. Analyzed, troubleshot, and triaged issues.

• Deployed and tested cloud infrastructure and services using various AWS services. Tested performance and scalability.

• Designed and implemented test infrastructure and automation framework for network and cloud features using Python, Spirent, IXIA. Managed automation code.

• Tested Kubernetes and BGP on Google Cloud Platform (GCP).

• Built ML pipelines using AWS DevOps tools and services to create automated ML models CI/CD pipeline to prepare data, build docker images, train, test, package, and deploy ML models. Collected and prepared model data.

• Built and maintained CI/CD pipeline using DevOps tools on AWS: Git, Jenkins, Ansible, Docker, Maven, Terraform, and Kubernetes.

• Worked on various Amazon products and services from early development to launch.

• Developed test strategy and test plan, collaborated with internal/external teams to define test scope/milestones/deliverables, led project calls, scrubbed bugs, identified KPI and created metrics.

• Provisioned and managed cloud infrastructure using Terraform. Set up cloud environment and tested various cloud services using Boto3/Pytest. Deployed, performance tested, and managed applications/resources using AWS services, Kubernetes.

• ML model testing: evaluated ML model performance, identified and addressed model drift, debugged production models, identified and addressed ML bias issues. From initial data mining to final deployment.

• Led and hands-on tested web services/applications/Wi-Fi/Bluetooth/robotics/networking. Client-server testing.

• Built Python automation framework. Tested APIs and RESTful web services including HTTP, JSON, REST API, Selenium. Frontend UI and backend testing.

• Participated in product design review.

• Performed end-to-end testing of enterprise-class wireless network products including routers, access points, switches. Reviewed product specs, developed test plans, and executed testing.

• In-depth experience on system-level and protocol-level test including various wireless network standards,

protocols, and services: 802.11ax/ac, QoS, performance, EAP, 802.1X, NAT, VPN, Radius Server.

• Troubleshot and debugged customer issues using debug tools and sniffers: IXIA, Spirent, Veriwave, Ominipeek, Wireshark, etc. Analyzed packet captures.

• Automated test using Python and Robot Framework in Lunix. AWS Cloud Practitioner.

• Designed and built test infrastructure to test wireless/network products. Developed test strategy and plan,

executed test. Worked on WLAN/routing/VPN/VoIP/QoS/Radio Frequency/RF regulatory.

• Outdoor RF/firewall/security/RADIUS/NAT/wireless planning and monitoring/ wireless protocols.

• Automated testing using TCL/Perl. Led product releases.

• Worked with marketing/engineering/product management to provide competitive solutions.

• Tested network and wireless routers/switches/APs on protocol/system level.

• Performed network protocols, TCP, UDP, IP, routing, authentication & encryption, 802.11 a/b/g, VPN,

performance, VLAN, SNMP, and QoS testing.

• Wireless network management (planning & monitoring) product test.

• Interacted with customers on technical issues. Provided demo, presentation and on-site support.