Headline

DevOps | Platform Engineering Lead

About

I’m an AI Platform Engineering and DevOps leader with 12+ years of experience designing, building, and operating scalable cloud-native platforms for global enterprises. My expertise sits at the intersection of AI/LLM infrastructure, Kubernetes, cloud architecture, DevOps, DevSecOps, reliability, automation, and FinOps. I have led end-to-end platform design and production deployments across AWS, Azure, Kubernetes, EKS, bare-metal and hybrid/on-prem environments. In recent roles, I have worked on enterprise AI and LLM platforms, including GPU infrastructure sizing, AWS Bedrock integration, hybrid AI deployments, MLOps/AI workloads, infrastructure automation, observability, security, and production readiness. I have also partnered with enterprise technology teams and customers to translate complex requirements into secure, scalable, and operationally sustainable platforms. I have led platform deployments and infrastructure strategy for 25+ enterprise customers across banking, telecom, healthcare, technology, and other industries. My work includes standardizing Kubernetes and Terraform deployments, building centralized observability platforms, implementing DevSecOps practices, improving platform reliability, and driving cloud cost optimization. I’m particularly passionate about AI-driven operations and platform engineering—using automation, intelligent observability, and strong engineering practices to make complex production environments more reliable, secure, scalable, and cost-efficient. Core areas: • AI/LLM Platform Engineering & Agentic AI • Kubernetes, EKS & Hybrid/On-Prem Platforms • AWS, Azure, OpenShift Cloud Architecture • Terraform, Ansible & Infrastructure as Code • DevSecOps & Kubernetes Security • MLOps & Production AI Infrastructure • Observability, Reliability & Incident Management • FinOps & Infrastructure Optimization • Technical Architecture & Enterprise Platform Strategy • Customer Engagement & Technical Leadership I enjoy solving complex infrastructure problems, building reusable engineering platforms, mentoring teams, and working closely with customers and stakeholders to take solutions from architecture through production.

Location

Jaipur

AI stack

claude code

cursor

hugging face

langchain

LiteLLM

vLLM

Work experience

Platform Engineering Lead at Odin AI, Mar 2025 - Present · 1 yr 8 mos, Jaipur, Rajasthan, India, My roles and responsibilities: • Led platform deployments and infrastructure strategy for 25+ enterprise customers across banking, telecom, healthcare, and technology sectors • Architected standardized Terraform and Kubernetes (EKS and Bare-Metal) deployment frameworks supporting cloud, hybrid, and on-prem environments • Act as partner employee of Automation Anywhere and KPMG to developed AI and LLM solutions • Designed LLM infrastructure architectures including GPU sizing, Bedrock access, and hybrid AI deployments • Implemented DevSecOps practices including container hardening, secrets management, and security remediation programs • Built centralized observability platforms using ELK, Grafana, and SigNoz improving incident diagnosis and RCA • Delivered FinOps initiatives saving ~$10K/month through infrastructure optimization • Built a reusable enterprise architecture knowledge base by authoring critical platform documentation covering LLM strategy, EKS architecture, Supabase HA on Kubernetes, DR/RTO/RPO strategies, secure AWS VPN and database access, and logging/RCA frameworks - enabling engineering, pre-sales, security, and operations teams to accelerate deployments and improve platform reliability

DevOps Lead at CIMET, Oct 2024 - Feb 2025 · 5 mos, Jaipur, Rajasthan, India, My roles and responsibilities: • Led a DevOps and SysAdmin team, promoting cross-functional collaboration and delivering projects efficiently. • Designed and optimized processes using ELT pipelines, AWS, Kubernetes, and GitHub Actions to enhance automation, scalability, and innovation. • Oversaw the ISO 27001 certification process, ensuring compliance with international standards and strengthening organizational security posture.

Engineering Manager, DevOps Lead at Docyt, Jun 2023 - Sep 2024 · 1 yr 4 mos, Jaipur, Rajasthan, India, My roles and responsibilities: • Partnered closely with executive leadership, including the VP, to align DevOps strategy with business goals and product roadmap • Led and mentored a high-performing DevOps team, ensuring smooth Agile execution and consistent sprint delivery • Drove DevSecOps adoption, collaborating with vendors like Procyon and TechDefence to strengthen security practices • Initiated and implemented FinOps strategies, achieving ~$5.3K/month (~$64K annually) in cloud cost savings • Stabilized ML/AI training pipelines, improving system reliability and performance • Enhanced monitoring, alerting, and observability, reducing incident frequency and improving response times • Reduced customer churn by proactively identifying and permanently resolving alert-driven production issues • Collaborated cross-functionally to improve platform efficiency: • Data Analytics: Optimized data warehouse infrastructure • QA: Introduced asynchronous automation and integrated testing into CI/CD pipelines • ML Teams: Enabled MLOps infrastructure and scalable model workflows • Engineering: Resolved workflow bottlenecks and improved development efficiency • Built and optimized CI/CD pipelines and cloud infrastructure using AWS, Kubernetes, Jenkins, Python, Java, and Groovy

Associate DevOps Architect at Pratham Software (PSI), May 2014 - May 2023 · 9 yrs 1 mo, Jaipur, Rajasthan, India, My roles and responsibilities: • Led and mentored a DevOps team of 10 engineers, driving best practices and delivery excellence across projects. • Spearheaded the adoption of Docker and Kubernetes across the organization, modernizing application deployment and orchestration. • Designed and implemented complex Ansible-based Infrastructure as Code (IaC) solutions for large-scale enterprise deployments. • Worked with key clients including Cryoserver and SolarArchive, delivering scalable and secure cloud solutions. • Conducted multiple Proof of Concepts (POCs) for prospective clients, enabling technology adoption and solution validation. • Architected and managed secure, automated cloud infrastructure, ensuring high availability and reliability. • Led on-premises to AWS migrations, significantly improving system availability and performance. • Implemented DevSecOps practices, strengthening security across Kubernetes, Docker, and cloud environments. • Optimized workflows and CI/CD pipelines, improving team productivity by 30%.

System Test Engineer at Commvault, Aug 2013 - Feb 2014 · 7 mos, Greater Hyderabad Area, Testing CommVault Simpana software products like One Pass & One Touch which are used for protecting Windows File System. Also creating and testing the test plan for Simpana software CTE(Common Technology Engine) features that are used for protecting windows file system

Education

Master of Computer Applications (M.C.A.), Vellore Institute of Technology