Nov 2022 – Present · 3 yrs 6 mos · Bengaluru · Hybrid

• Building & scaling a GitOps-driven ARCAM platform for automated deployments across AWS & GCP.
• Designing cloud-native ML platforms using Kubernetes ecosystem (Docker, Helm, Istio, ArgoCD, KEDA, Kyverno, Karpenter, Kubecost) for scalable and cost-efficient workloads
• Implementing e2e MLOps pipelines with Kubeflow, MLflow, and Airflow for model training, versioning, orchestration, and delivery
• Working with AI/ML services (AWS Bedrock, SageMaker, Vertex AI) to build and deploy applications
• Developing IaC and platform automation using Terraform, Ansible, Crossplane, and ACK
• Driving AIOps and auto-remediation to improve system reliability and reduce downtime
• Building and scaling QA, Automation, and SRE practices, including CI/CD and NFT
• Optimizing cloud costs using Kubecost and GenAI-driven insights
• Leading a 20-member cross-functional team (Dev, QA, SRE) for end-to-end delivery
• Contributing to legacy-to-cloud migrations (NAYAN, MINERVA) for scalable architectures
• Working across the MLOps lifecycle (data pipelines, deployment, monitoring, continuous improvement)
• Delivering in B2C environments with focus on scalability, performance, and user experience
• Handling vendor/partner management, capacity planning, and resource optimization
• Beginner in TensorFlow-based model development, integrated with MLOps pipelines

Aug 2020 – Nov 2022 · 2 yrs 3 mos

• Built end-to-end Automation for NDOC Solutions. ( CCF/CSFP + NCS + UIV + NOrC + NAC ), implementing DevOps/DevSecOps/DelOps.
• Worked on multiple Platforms including OpenStack (OpenShift), VMWare (Tanzu), AWS and NCS (Nokia)
• Migrated Monolithic applications to Micro-Services and implemented End-to-End Automation. (Test Automation & Deployments)

Nov 2016 – Jul 2020 · 3 yrs 8 mos

• Expertise on Service Orchestration & Flow One Fulfillment projects for both Mobile and Fixed Networks. (Order management, Inventory management, Service Catalog, Provisioning & Activation, Service Assurance)
• Technology Evaluation • Mentoring the team • Effort estimations for Delivery Solutions. • Provide feedback to R&D • Scope, design offerings driving end-to-end technical solutions in Nokia's DO Portfolio • Develop technical presentations, proposals & perform customer Demo presentations • Participate in knowledge transfer, documentation & information sharing • Resource Management, Test Management & Test Automation Lead (Robot, Selenium & Scripting)

Jan 2019 – Present · 7 yrs 4 mos · Remote

Jun 2016 – Nov 2016 · 5 mos

• Worked as Consultant on-
• P&A - Tertio
• DSA - Dynamic SIM Allocation
• DSP - Dynamic SIM Provisioning
• FUR - First User Registration

Apr 2013 – May 2016 · 3 yrs 1 mo

• Expertise on Provisioning Systems (TERTIO), Activation (DSA), RLM Products, SIM Activations.
• Hands on Web Applications, Mobile Apps and CLI Based applications!
• LTE-EPC Testing (eNB, MME & HSS). E-2-E Testing in CICD.
• DIAMETER Protocol • Seagull Simulator • 3GPP Standards,
• Dynamic Sim Allocation (DSA), • Linux & Shell Scripting
• Selenium Web Driver Automation & Selenium GRID. (JAVA)
• Mobile Automation using APPIUM, Titan, Selendroid & Robotium.
• JMeter Performance Testing over Network Protocol Testing.
• Ulticom and Diametriq Stack SS7 (Sigtran Stack)
• Skilled in testing large-scale data systems using Informatica, ETL/database testing techniques, ensuring accuracy and reliability of data processing workflows.
• Proficient in Hadoop, Spark, and Kafka technologies, adept at validating data pipelines, troubleshooting issues, and optimizing performance for enhanced efficiency.
• Wireshark, gdb, tcpdump, valgrind, strace etc
• Soak Testing, Memory Leak Testing, Negative Testing & Stress Testing
• Fishbone Techniques, RBT, DTP, Test Strategies & Test Plans.

Feb 2012 – Apr 2013 · 1 yr 2 mos

• Expertise on Dynamic Discounting Systems, IPCC, IVRS & Dynamic Tariffing.
• QA Audits and Inspection/Walkthroughs (Cross team Audits)
• Technical Presales & Customer Demos.
• Manual testing (Functional & Non-Functional) • Performance testing (JMeter, Load Runner, Perf Runner) • Database Testing (using ETL)
• Security Testing (AppScan, Nmap, Grabber, SQLMap, Encoder/Decoder)
• Automation Testing Tools
• o SmartGUI o Autospace, o iSimular – Network Protocol Automation Tool like TTCN3
• o HUTAF – Huawei Unified Test Automation Framework
• o Design Space – Model Based Testing based on UML use cases
• o Selenium, o RFT, o GUIRunner and o BeanShell.
• Expertise on CI and Cloud CI (Continuous Integration)
• Shell Scripting/Python Scripting
• Worked on "Dynamic Tariffing" product. (https://www.scribd.com/document/191976171/Huawei-Dynamic-Tariff-Technical-Solution-En20100412)

Feb 2010 – Feb 2012 · 2 yrs

Dec 2008 – Feb 2010 · 1 yr 2 mos · Bangalore Area, India

• Internship for Huawei product in Radio Mirchi (ENIL) Bangalore.
• Tested the Huawei's RCS Software, on cross platforms.
• Troubleshooting Huawei's RCS Server and Software.
• Managing RCS on both Client Server and Standalone Applications.
• Device Testing and Audio Console Testing.
• Stress and Load Testing on RCS Sound software.
• Hands on Linux, Sonic Firewall, Windows & Linux Servers as Admin.
• Monitoring the H/w & S/w, RF Signalling via Fault Management tools.