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Kuldeep Singh RathoreKR
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Kuldeep Singh Rathore

@kuldeepsinghrathore4

Senior Site Reliability Engineer at Quess Singapore operating Kubernetes GPU fleets for AI training and inference.

Singapore
Message

At Quess Singapore, I work on production infrastructure and GPU/AI platform operations, operating GPU fleets on Kubernetes and Slurm. I maintain the NVIDIA GPU stack, including CUDA upgrades, GPU-aware scheduling, and MIG partitioning.

I support distributed training and inference on Kubeflow, Ray, KServe, and vLLM, and deliver applications through GitOps with Argo CD. I also build observability with tools including Prometheus, Grafana, and Datadog.

Earlier, I worked in cloud operations and DevOps engineering at Accenture, and in production support and Unix/Linux systems administration at Coforge, Capgemini, and OIT. My work has included infrastructure automation, incident response, and administering production server estates.

Experience

Work history, roles, and key accomplishments

QS
Current

Senior Site Reliability Engineer

Quess Singapore

Nov 2022 - Present (3 years 11 months)

Site Reliability Engineering for production infrastructure and GPU/AI platform operations at QuessCorp, Singapore.
 
• Operate GPU fleets on Kubernetes (Alibaba Cloud ACK, GKE) and Slurm — node health checks, automated remediation, draining and replacing faulty GPU nodes, and keeping driver and node image versions aligned.
• Deploy and maintain the NVIDIA GPU stack: drivers and CUDA upgrades, devi

Accenture logoAC

Cloud Ops Engineering Senior Analyst

May 2021 - Nov 2022 (1 year 6 months)

Cloud operations and DevOps engineering for enterprise cloud platforms on AWS.
 
• Operated and scaled containerised workloads on Kubernetes — Deployments, StatefulSets, Services, Ingress, ConfigMaps and Secrets — covering rollouts, version upgrades, autoscaling and production incident resolution for Kafka, Elasticsearch and Apache Flink data platform services.
• Managed Docker container lifecycle

Coforge logoCO

Senior Associate – IT Operations Services

Jan 2021 - May 2021 (4 months)

Production support and Linux infrastructure operations for enterprise systems.
 
• Delivered L2 and L3 production support across Linux server estates — service restoration, incident triage, root cause analysis and permanent fixes under agreed service level agreements (SLAs).
• Performed OS patching, package management, filesystem and disk space management, user and group administration, permission

CA

Unix System Administrator

Dec 2019 - Jan 2021 (1 year 1 month)

Unix and Linux systems administration for enterprise production infrastructure.
 
• Administered Solaris 10 and 11 production estates — Solaris Zones, Logical Domains (LDOMs), Service Management Facility (SMF), ZFS, Solaris Volume Manager (SVM) and Veritas Volume Manager (VxVM).
• Administered Linux (RHEL/CentOS) servers alongside Solaris, covering installation, patching, user and security adminis

OI

Unix System Administrator

OIT

Aug 2016 - Dec 2019 (3 years 4 months)

Unix and Linux system administration with infrastructure provisioning and automation.
 
• Delivered day-to-day UNIX and Linux administration — OS installation, package and patch management, user and group administration, security administration, RBAC and ACL configuration.
• Built and managed Jumpstart provisioning servers for standardised, repeatable, automated OS installation across server fleet

Education

Degrees, certifications, and relevant coursework

JJ

Jawahar Navodaya Vidyalaya - JNV

LL

Lovely Professional University (LPU)

Bachelor's degree, Electrical and Electronics Engineering

2012 - 2016

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