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Spearheaded the design and implementation of the GPU Cloud Marketplace, a platform for deploying AI/ML workloads across multiple cloud providers, processing 100+ terabytes of data daily, reducing deployment complexity, and cutting multi-cloud integration time by 50%.

Successfully led a Proof of Concept (POC) showcasing seamless platform integration with cloud providers and AI/ML models, driving a 10% increase in customer conversion rates.

Developed and deployed scalable microservices to handle high-throughput AI/ML workloads, leveraging Docker and Kubernetes for efficient orchestration and reliability, while designing and optimizing RESTful APIs capable of processing over 50,000 requests per second.

Collaborated with cross-functional teams (sales, engineering, and operations) on an R&D project, streamlining workflows using Camunda BPMN, reducing manual interventions by 60% and improving operational efficiency.

Integrated OpenTelemetry (OTEL) for application observability, enabling end-to-end tracing and monitoring of APIs and database queries, reducing API latency by 20% and improving system reliability.

Designed and developed a custom Kubernetes operator using Nephio (CNCF-incubated project) to establish declarative CI/CD pipelines, creating a plug-and-play architecture for AI/ML workloads and reducing deployment time by 30 minutes.

Improved system monitoring by creating Prometheus metrics, designing Grafana dashboards, and configuring proactive alerts to monitor metrics at scale, reducing Root Cause Analysis (RCA) time by 40%.

Optimized database queries, reducing API response times by 40%, and ensuring scalability to handle millions of real-time requests.

Wrote comprehensive unit tests, integration tests, functional tests and e2e tests, achieving 90%+ code coverage.

Tech Stack: Golang, Python, Docker, PostgreSQL, MongoDB, Kubernetes, AWS, Kafka, Prometheus, Grafana, OTEL

Entrepreneur | Advisor | Investor

Nathan Trueblood

Founder/Investor/Technology Pioneer

Krishna Yarlagadda

Sriram Rupanagunta

Yogendra Pal

Exfinity Venture Partners

We help AI Cloud providers launch their GPU-as-a-Service, by providing a hyperscaler grade GPU Cloud Management Software. With our software, users can order fully isolated bare metal and virtual machine instances on-demand using a self-service interface.

Discover top GPU Cloud Computing Solutions with Aarna. From GPU Cloud Management Software to the Best GPU Cloud Services for 2025, we provide cutting-edge GPUaaS AI cloud solutions for high-performance computing. Scale your AI, ML, and cloud workloads effortlessly. Explore now!

AI Cloud Providers and NVIDIA Cloud Partners (NCPs) can now offer their GPU infrastructure to end customers in a multi-tenant, self-service, and API-driven manner—just like hyperscalers! Our latest demo showcases powerful new features, including: ✅ Automated topology discovery, validation, and underlay network configuration, significantly reducing Day 0 and Day 1 setup time. ✅ Tenant-specific external storage allocation with seamless volume mounting on compute nodes. ✅NVIDIA NetQ integration for advanced monitoring and observability, boosting operational efficiency. Learn how aarna.ml CMS v2.0 simplifies GPU cloud management and unlocks new possibilities for your AI cloud infrastructure. 📧 info@aarna.ml 🔗 Demo also available on Youtube: https://lnkd.in/dRq_2EdN Amar Kapadia Sriram Rupanagunta Subramanian Sankaranarayanan Milind Jalwadi Chirayu Wadke #AarnaML #GPUCloud #CloudManagementSoftware #NVIDIACloud #AIInfrastructure #TechInnovation #Hyperscaler #MultiTenantCloud #GPUCloudManagement #Day0Automation #Day1Efficiency #NVIDIAIntegration #CloudSolutions #AICloudProviders #ScalableTech

aarna.ml

Grateful hearts, full plates, and cherished moments. Wishing you a Thanksgiving filled with love, laughter, and endless blessings from team aarna.ml ! #Thanksgiving2024

Unlock the future of GPU Cloud technology in our exclusive #webinar ! Learn how to build a scalable, on-demand GPU cloud in under a week—starting small with just 4+ GPUs while offering your customers virtually #unlimited GPU capacity. 📅 Date: 26th November'24 ⏰ Time: 7:00 AM PST | 8:30 PM IST | 3:00 PM GMT Explore how aarna.ml ’s GPU Cloud Management Software (CMS) 2.0 simplifies creating fully isolated, multi-tenant GPU cloud environments. Our experts will guide you through enabling self-service #GPUaccess , running serverless job submissions, hosting 20+ models, and brokering GPU capacity with our innovative #Marketplace . Whether you're an entrepreneur or a technologist at an #AICloud provider, this session is tailored for you. Don’t miss this chance to transform your #cloudstrategy . 🔗 Register now: https://lnkd.in/dGXE3AAS Amar Kapadia Sriram Rupanagunta #AarnaWebinars #CloudComputing #GPUCloud #AIInfrastructure #GPUPower #AICloud #ScalableSolutions #AIModels #CloudMarketplace #CloudManagementSoftware #AarnaCMS #CMS

Thank you, Atlanta, for an incredible #SC24 experience! 🙌 We had an amazing time connecting with #HPC enthusiasts, sharing insights, and exploring innovative ways to maximize GPU ROI with our #GPU -as-a-Service Cloud Management Software. A special thanks to everyone who engaged in thought-provoking discussions about the future of #HighPerformanceComputing , #Networking , #Storage , and #Analysis . Reach out to Amar Kapadia at 📧 akapadia@aarnanetworks.com to continue the conversation. SC Conference Series #AarnaML #AarnaMLinAtlanta #SC24 #HPCConference #GPUCloud #HighPerformanceComputing #CloudManagement #GPUaaS #HPCSolutions #TechInnovation #AICloud #CloudComputing #GPUROI #AIInfrastructure #FutureOfTech #Networking #SC24Atlanta #Supercomputing24 #AtlantaTech #GeorgiaEvents #TechEvents #HPCNetworking #GPUPowered #DataAnalysis #GPUManagement #HPCInnovation

Join our exclusive #webinar and discover a groundbreaking multi-vendor approach that redefines cost-efficiency and flexibility. Hear from industry leaders at aarna.ml , Druid Software , Tata Communications , and Airspan Networks as they present a production-ready #5G blueprint designed to optimize operations and maximize ROI. Don’t miss this opportunity to stay ahead in the dynamic world of hashtag #Private5G ! 🔗 Register now and unlock the full potential of your 5G solution: https://bit.ly/3YGR9Ic Etush Patra Tadhg Kenny Abel Mayal Sriram Rupanagunta #Private5GNetwork #Multitenancy #AarnaMLWebinars #Private5GWebinar #DruidSoftware #AirspanNetworks #TataCommunication #Private5GSolutions #5GTechnology #TechWebinar

The countdown is on—just 2 days to go! Join our exclusive #webinar and discover a groundbreaking multi-vendor approach that redefines cost-efficiency and flexibility. Hear from industry leaders at aarna.ml , Druid Software , Tata Communications , and Airspan Networks as they present a production-ready #5G blueprint designed to optimize operations and maximize ROI. Don’t miss this opportunity to stay ahead in the dynamic world of #Private5G ! 🔗 Register now and unlock the full potential of your 5G solution: https://bit.ly/3YGR9Ic Etush Patra Tadhg Kenny Abel Mayal Sriram Rupanagunta #Private5GNetwork #Multitenancy #AarnaMLWebinars #Private5GWebinar #DruidSoftware #AirspanNetworks #TataCommunications #5GInnovation #Private5GSolutions #5GExperts #TechWebinar #NetworkOptimization #WirelessNetworks

We’re thrilled to announce that Amar Kapadia , our Co-founder and CEO will be at SC24 ( SC Conference Series ), the premier conference for High Performance #Computing , #Networking , #Storage , and Analysis in Atlanta 🇺🇸 from Nov 17-22'2024! Meet and discuss how our #GPU -as-a-Service Cloud Management Software can boost your GPU ROI by over 200% through on-demand, multi-tenant GPU cloud instances. Whether you're looking to optimize performance or enable private #GPUcloud solutions, we have the tools and expertise to take your capabilities to the next level. Book a meeting with us at the event and let’s explore the future of HPC together. 📧 akapadia@aarnanetworks.com #HPCConference #GPUCloud #AarnaML #HighPerformanceComputing #SC24 #CloudManagement #GPUROI #TechInnovation #Networking #HPCSolutions #Supercomputing24 #SC24Atlanta #HPCInnovation #GPUaaS #CloudComputing #AIInfrastructure #TechEvents #GPUPowered #AtlantaTech #GeorgiaEvents #DataAnalysis #HPCNetworking #FutureOfTech #AICloud #SC24Conference #GPUManagement

Exciting News! Chirayu Wadke , our VP of Sales & Strategic Business Development, is attending the exclusive NVIDIA AI Summit in Tokyo on November 12-13, 2024. If you're passionate about optimizing your AI infrastructure, boosting your GPU ROI by over 200%, or exploring innovative #GPU -as-a-Service solutions, this is your chance to connect! Want to set up a meeting? Email at 📧 cwadke@aarnanetworks.com or reach out directly at the event! #NVIDIAAISummit #NVIDIAAISummitJapan #AIInfrastructure #Tokyo2024 #GPUasAService #AIInnovation #GPUReturnOnInvestment #NVIDIAJapan #TokyoAISummit #NVIDIAEvent #AIinTokyo #NVIDIAAI #AISummit2024 #JapanTech #NVIDIAPartners #AILeadersJapan

Join us for an exclusive #webinar where we'll showcase how you can build a scalable, on-demand GPU cloud in under a week — start small with as low as 4+ GPUs but be able to offer bottomless GPU capacity to your customers. Our experts will demonstrate how aarna.ml 's GPU Cloud Management Software (CMS) 2.0 empowers you to create a fully isolated, multi-tenant GPU cloud environment. Whether you're a business owner or technologist at an #AICloud provider, this session is for you. Don’t miss out on discovering how to quickly enable self-service #GPUaccess for users, efficiently submit jobs in a serverless manner, serve 20+ models, and broker or sell #GPU capacity through our innovative aarna.ml #Marketplace . Secure your spot today and revolutionize your #cloudstrategy ! 🔗 Register now on: https://lnkd.in/dGXE3AAS #AarnaWebinars #CloudComputing #GPUCloud #AIInfrastructure #GPUPower #AICloud #ScalableSolutions #AIModels #CloudMarketplace #CloudManagementSoftware #AarnaCMS #CMS

Join Amar Kapadia , Co-Founder & CEO of aarna.ml , as he chats with Nick Asbridge about his journey from engineering to entrepreneurship, launching businesses, and tackling the GPU cloud management landscape. Perfect for aspiring entrepreneurs! 🎙️ Tune in now—link in the comments! #AarnaPodcast #GPUCloud #CloudManagement #LeadershipInsights #TechEntrepreneurs #HumansInAIPodcast #HumansInAI