S

Soumya Panigrahi

Co-Founder

Bengaluru, Karnataka, India21 yrs 3 mos experience
Highly Stable

Key Highlights

  • 20+ years in distributed systems architecture
  • Proven track record in cloud-native solutions
  • Significant open-source contributions in database systems
Stackforce AI infers this person is a SaaS and Telecommunications architect with extensive experience in distributed systems and cloud-native solutions.

Contact

Skills

Core Skills

Database SystemsArchitecting Distributed SystemsCloud-native SolutionsKubernetesSaas ArchitectureTelecommunicationsNetwork Architecture

Other Skills

Multi-shard architectureAsynchronous network I/OReal-time reactive APIsEviction frameworkCache implementationCell-based architectureEvent-driven architectureKubernetes OperatorLifecycle managementSaaS control planeObservability solutionsGitOps workflowsSDN/NFV architectureService chainingDatabase modeling

About

SaaS | Distributed Systems | Kubernetes | GoLang | Databases | Scalable Systems Senior Engineering Leader with over 20 years of experience in architecting and scaling distributed systems, databases and SaaS platforms. Extensive experience in building control-plains for large scale distributed-systems. Deep expertise in database systems, including substantial open-source contributions. Proven track record in leading cross-functional teams to deliver high-performance, cloud-native solutions using Kubernetes, GoLang, and micro-services architecture. Adept at driving innovation and operational excellence to achieve significant improvements in system reliability and development velocity. Currently on a Career Sabbatical for Family & Personal care. Not actively looking for a job right now.

Experience

21 yrs 3 mos
Total Experience
4 yrs 1 mo
Average Tenure
10 mos
Current Experience

Career break

Gap year

Jul 2025Present · 10 mos · Bengaluru, Karnataka, India

  • On a Career Sabbatical for Family & Personal priorities. Not actively looking for a job right now.

Dicedb

Co-Founder

Aug 2024Jun 2025 · 10 mos · Bengaluru, Karnataka, India · Remote

  • Architected and implemented Dice-DB store as a multi-shard, shared-nothing architecture resulting in 5x increase in maximum supported keys on a single node while ensuring sub-millisecond latency.
  • Architected Dice-DB to optimally leverage modern multi-core server hardware by implementing asynchronous, non-blocking network I/O and minimizing resource contention through modern concurrency constructs. This resulted in achieving a 10x increase in peak throughput and a 4x increase in average throughput compared to Redis.
  • Designed and architected real-time reactive watch APIs in DiceDB, transforming it into a truly real-time reactive database. This innovation enabled clients to adopt an efficient push-based model, improving responsiveness by upto 3 times.
  • Implemented extensible and adaptive eviction framework enabling integration of different eviction policies into DiceDB.
  • Designing an extremely efficient, fast and adaptive cache implementation that ensures near zero dynamic memory allocations and minimal lock contention while iterating through the store entries. This would ensure extremely efficient scanning, eviction and snap-shotting implementations and extremely predictable system response time.
Multi-shard architectureAsynchronous network I/OReal-time reactive APIsEviction frameworkCache implementationDatabase Systems+1

Threat intelligence startup

Senior Principal Consultant

Feb 2024Jul 2024 · 5 mos · Bengaluru, Karnataka, India · Remote

  • Simplified infrastructure scalability and ensured effective tenant isolation through cell-based architecture, resulting in an extremely optimized and consistent provisioning efficiency.
  • Architected the development, on-boarding and global tenancy and routing platform, ensuring seamless and accelerated customer on-boarding and enhanced global service accessibility.
  • Designed and developed an event-driven, reactive and highly secure Stack Lifecycle Kubernetes Operator (SLKO) for provisioning and lifecycle management of the application stack, reducing the stack provisioning time to under 5 minutes while ensuring enhanced system reliability.
Cell-based architectureEvent-driven architectureKubernetes OperatorCloud-native SolutionsKubernetes

Vmware

Staff Engineer II

Feb 2016Jan 2024 · 7 yrs 11 mos · Bengaluru, Karnataka, India · On-site

  • Architected a highly available and fault-tolerant in-cluster lifecycle management platform for agents and extensions on customer clusters, ensuring uninterrupted connectivity to the Tanzu Mission Control (TMC) SaaS control plane, achieving 99.99% uptime over five years.
  • Designed and implemented an event-driven, highly scalable, and eventually consistent SaaS control plane for large-scale, phased rollouts of agents and extensions across a fleet of over 150K managed Kubernetes clusters.
  • Developed a SaaS offering for managing VMware Tanzu Packages and Helm charts, providing an efficient package management solution at scale to over 5000 Tanzu customers.
  • Architected an innovative, large-scale logging and observability solution for Tanzu Mission Control (TMC) agents and extensions running across hundreds of thousands of client Kubernetes clusters, improving monitoring capabilities.
  • Architected GitOps-based declarative workflows as a SaaS offering for VMware Tanzu customers.
  • Architected an end-to-end Application Lifecycle Management (ALM) SaaS offering for Tanzu customers, streamlining application deployment, scaling, and monitoring, increasing developer efficiency manifold.
  • Developed Kubernetes secret management as a SaaS offering for Tanzu customers, enhancing security compliance and greatly simplifying the secret management processes.
  • Spearheaded the adoption of a "Dev Owns Quality" philosophy, devising advanced test automation frameworks and adopting DevOps best practices.
Lifecycle managementSaaS control planeObservability solutionsGitOps workflowsSaaS ArchitectureKubernetes

Netcracker

2 roles

Technical Architect

Jun 2013Feb 2016 · 2 yrs 8 mos

  • Project: NEC Residential SDN/NFV Solution:
  • Lead the knowledge transfer from NEC Japan to understand the current architecture and solutioning of SDN/NFV offering for Residential VCPE services.
  • Understanding NEC T-SDN (Opendaylight controller) solution to configure “Open vSwitch” for residential services to add flow based switching of V-LAN packets using Openflow.
  • Understanding Virtualization, Hypervisors, AAA authentication and accounting, IPFE, NAT, GRE Tunneling, Fast Path as part SDN/NFV solutioning.
  • Understand and ramp up on different technologies and systems such as AAA Radius accounting and authentication, GRE Tunneling, DS-LITE, IPV6-Over-IPV6 Tunneling, IPFE, NAT etc.
  • Provide solution for Service Chaining and Per Device Quota Management for the customer.
  • Create a new Service Function Chaining Gateway VNF to apply VLAN’s to customer packets based on which the Service Chaining would be applied.
  • Project: Optus OSS Solution
  • Lead JAD sessions with customer during solution workshops and capture Functional and Non-Functional requirements for Optus IP-VPN, Internet, Pseudo Wire and VPLS services.
  • Model Database tables and structures for different Juniper and Cisco components such as Interfaces, Protocols, VRF, QoS etc.
  • Model device adapters for JunOS, IOS and ALU SAM NMS.
  • Mapping of Optus Product Offerings to different fulfillment and activation components such as Interfaces, Protocols, VRF, QoS etc.
  • Project: Real Time Analytics On Individual VOIP Calls:
  • Tasks:
  • Architect the solution to support real-time measurement of user call experience.
  • Understand underlying multi-processor hardware architecture and the Linux OS behavior.
  • Understand SIP and RTP messaging and use it for capturing call status and creating call state machine.
  • Understand the VOIP IMS domain to capture VOIP call flows.
  • Develop load balancing solution to handle high call volume.
  • Design efficient algorithms and mechanisms to efficiently handle the high data volume
SDN/NFV architectureService chainingDatabase modelingTelecommunicationsNetwork Architecture

Techincal Lead

Oct 2011Jun 2013 · 1 yr 8 mos

  • Project: Andorra Telecom OSS and BSS Solution (Nov 2011 to October 2012)
  • The project involved replacing legacy Andorra OSS and BSS solution what Optus OSS BSS solution.
  • Responsibities:
  • Have requirement gathering sessions with customer and provide presentation for proposed NC solutions.
  • Prepare design document to capture the activation requirement for different devices such as T7EMS, HiE, etc.
  • Model Database tables and structures for different devices.
  • Model device adapters and activation scripts.
  • Project: NetProvision (Nov 2007 to October 2011)
  • Layer3 solution includes VPN services and IP Services solutions using Cisco, Juniper and Alcatel Lucent routers for different clients.
  • Responsibities:
  • Developing and Designing Equipment modules
  • Developing and Designing Service Applications for IP-VPN and Internet modules.
  • Design and Assign IP service provisioning
  • Analysis and design lead Custom solution for multiple customers.
OSS/BSS solutionsDatabase modelingCustom solution designTelecommunicationsNetwork Architecture

Subex limited

Technical Anchor

Nov 2007Sep 2011 · 3 yrs 10 mos · Bengaluru, Karnataka, India

  • Project: NetProvision (Nov 2007 to October 2011)
  • Layer3 solution includes VPN services and IP Services solutions using Cisco, Juniper and Alcatel Lucent routers for different clients.
  • Responsibities:
  • Developing and Designing Equipment modules
  • Developing and Designing Service Applications for IP-VPN and Internet modules.
  • Design and Assign IP service provisioning
  • Analysis and design lead Custom solution for multiple customers.
OSS/BSS solutionsDatabase modelingService applicationsTelecommunicationsNetwork Architecture

Wipro technologies

Senior Software Engineer

May 2004Nov 2007 · 3 yrs 6 mos · Bengaluru, Karnataka, India

  • Project: Ericsson OSSRC (Nov 2004 to October 2007)
  • Ericsson's Operation Support System for Radio & Core (OSS-RC) is designed to manage, configure, monitor, troubleshoot and upgrade the Radio and Core networks. OSSRC Communication and Response Handling Module – Developed and Maintained set of handlers and interfaces towards applications of different OSS management areas to communicate with AXE based Ericsson network elements.
  • Responsibities:
  • Designing and developing a new communication sub module for the latest MSC-BC AXE based Ericsson switch for MSC-BC the latest AXE based Ericsson switch.
  • Migration of access mechanism to retrieve Network Element information from slower LDAP access to the faster ODBMS based Configuration Service access.
  • Maintenance of EAC, Inter-process Communication Complex (IPCC) modules.
VPN servicesService applicationsIP provisioningTelecommunicationsNetwork Architecture

Education

Delhi Public School - India

Kendriya Vidyalaya

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