Vinod Kumar Nair

Principal Engineer | Architect | Generative AI | Agentic AI | RAG | AWS | Kubernetes | Public Speaker

Role
Principal Engineer at Arcesium
Location
Bengaluru, KA, IN
LinkedIn followers
500 followers

About Vinod Kumar Nair

Technology Leader and AI Architect with 17 years of experience building AI-native platforms and large-scale cloud infrastructure from the ground up. Has led government digital transformation programs across Saudi Arabia, Singapore, and the UK. Certified in Agentic AI, with hands-on production expertise in AI, RAG systems overseeing $5.2T in Assets Under Management & a public speaker at global conferences. AI & Platform InnovationI specialize in building Generative AI ecosystems and Agentic AI solutions that drive measurable productivity.1. AI Strategy: Architected \"Florence,\" a secure internal ChatGPT-like platform for 800+ developers, and \"Themis,\" an AI agent utilizing RAG and AWS Bedrock for automated service ticket resolution.2. Engineering Productivity: Automated AI code reviews on GitLab using Claude Code, saving manual hours annually and improving developer productivity by 25-35%.3. SaaS at Scale: Standardized developer onboarding across 80+ teams, reducing the cycle from days to a single day. Cloud-Native & Infrastructure ExpertiseAs a CNCF Kubestronaut and AWS-certified professional, I focus on cost-efficient, secure, and resilient distributed systems.1. Cost Optimization: Championed AWS Graviton, Karpenter, and distroless containers, slashing compute and storage costs by 25-30%.2. Security & Reliability: Implemented Zero-Trust architecture and optimized observability via Datadog, reducing false alert noise by 60%.3. Global Delivery: Extensive experience delivering enterprise solutions in Singapore, the UK, and Saudi Arabia for clients like ANZ Bank, Lloyds Banking Group, and LTA (Land Transport Authority). Community & Lifelong LearningI am a recognized industry ambassador and public speaker, frequently sharing insights at KubeCon, AWS Community Days, KyvernoCon, and HashiTalks. I am currently pursuing an M.S. in Computer Science at Georgia Tech (OMSCS) to further deepen my expertise in AI and distributed systems. Core Tech Stack: Programming Languages - Python, Java, JavaScript, TypeScript, SQLAI/ML & Generative AI - AWS Bedrock, Anthropic Claude, OpenAI, RAG, LangChain, LangGraph, SageMakerData & Vector Databases - Opensearch, S3 Vector, PineconeFrameworks & Libraries - Fast API, Spring, OpenAPICloud & Infrastructure - AWS (Graviton, SNS, SQS, ECR, EKS), Kubernetes, KubeFlow, KEDA, IoT, KafkaDevOps & CI/CD - Docker, Kubernetes, ArgoCD, ArgoWorkflow, Terraform, DevSecOps, Cilium, CI/CD PipelinesProtocols & APIs - REST, GraphQL, gRPC, WebSocket, MQTT, HTTP, TCP/IP, GraphQL

Experience

  1. Principal Engineer

    Arcesium

    Feb 2022 — Present · Bengaluru, IN

    Led firmwide Artificial Intelligence, platform engineering, cost optimization, and reliability initiatives. Influenced senior leadership, work with cross-functional stakeholders, define the roadmap in GenAI Initiatives and its implementation in enterprise AI adoption. Provided technical leadership across cross-functional stakeholders including Product, UX, and Platform teams to integrate AI capabilities into enterprise SaaS systemsKey Contributions & Achievements(1) AI Innovation at Scale:Architected an internal ChatGPT-like platform on AWS Bedrock, enabling 800+ developers with secure AI coding assistance and boosting productivity by 25–35% while ensuring compliance.Championed AI-driven IDE adoption (Cline AI + Bedrock), improving developer productivity by 20–35% firmwide.Implemented AI Agents with OpenAI LLMs + MCP server, automating GitLab MR reviews and ticket resolution, saving hours annually across MRs.(2) Cloud Cost & Security Optimization:Drove adoption of distroless + ephemeral containers, cutting image sizes by 70% and reducing storage/egress costs by ~20%.Led JDK 21 upgrade & Jakarta EE migration across 200+ applications, eliminating vulnerabilities and meeting regulatory mandates.Championed AWS Graviton + Karpenter + pod-aligned S3 buckets, cutting compute/storage costs by 25–30% with performance gains.(3) Developer Experience & Reliability:Standardized GitLab CI/CD pipelines firmwide, reducing onboarding from several days to a single day.Enhanced observability with Datadog, reducing false alerts by 60% and improving on-call stability.Introduced Argo Workflows for low/no-code data engineering pipelines, cutting pipeline build time from 3 days to 1 day.(4) RecognitionArcesium Tech Contributor Award (2022, 2023) – for firmwide technical leadership & innovation.Active speaker at KubeCon, HashiTalks, AWS Community Days; contributor to open-source and technical blogs.

Education

  • St. John's School (CBSE)

    XII, Science

    2003 — 2004

  • Maharshi Dayanand University

    BE, IT

    2004 — 2008

  • St. John's School (CBSE)

    XII, Non-Medical

    2001 — 2002

  • Georgia Institute of Technology

    Master of Science - MS, Computer Science

Skills

  • Portal Development
  • Javaserver Pages (Jsp)
  • Cxf
  • Unix
  • Amazon Web Services (Aws)
  • Spring
  • Servlets
  • Devops
  • Ant
  • Jms
  • Jax-Ws
  • Java
  • Struts
  • Soapui
  • Microservices
  • Xml
  • Rest
  • Jboss Application Server
  • Unix Shell Scripting
  • Sql
  • Restful Webservices
  • Hibernate
  • Oracle
  • Pl/Sql
  • Jquery
  • Json
  • Apache Cxf
  • Weblogic
  • Jsp
  • Maven
  • J2ee Application Development
  • Core Java
  • D3.js
  • Soa
  • Java Enterprise Edition
  • Web Services
  • Mongodb
  • Sun Certified Java Programmer
  • Liferay
  • Javascript

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Vinod Kumar Nair — Principal Engineer at Arcesium in Bengaluru, KA, IN | Unifers