---
title: "Munish Kumar - Senior Site Reliability Engineer in India | Tal"
description: "Meet Munish Kumar, Senior Site Reliability Engineer | DevOps | Observability & Platform Engineering | Kubernetes, Azure, Terraform based in India. AI stack includes anthropic apis, hugging face, and mcp. Explore public work links including github and munishk.dev."
image: "https://tal.club/meet/munish-kumar/share-image"
---

# Munish Kumar on Tal

## Headline

Senior Site Reliability Engineer \| DevOps \| Observability & Platform Engineering \| Kubernetes, Azure, Terraform

## About

For nearly 7 years as an SRE, and 12 years total in software engineering \- I've focused on one thing: making systems reliable enough that teams can ship fast without breaking things\. At Maersk \(4\+ years\), I've helped scale infrastructure for global logistics: → Built CI/CD pipelines with GitHub Actions \+ Terraform, cutting deployment time by 40% → Managed AKS clusters across regions with zero\-downtime deployments → Implemented full observability stack \(Prometheus, Grafana, Loki, Tempo\), reducing MTTR by 30% → Partnered with product teams to define SLIs/SLOs that actually drive reliability improvements Before Maersk, I scaled Shuttl's microservices from the ground up using Nomad, Consul, and Terraform\. Ran 24/7 on\-call and automated away the repetitive work so we could focus on real engineering problems\. My path into SRE was unconventional \- I started in QA at early\-stage startups \(1mg, Shuttl\), embedded in product teams, watching software hold up \(or break\) under real traffic\. That's what pulled me toward infrastructure\. I didn't just want to find problems; I wanted to build systems that prevented them\. 𝗪𝗵𝗮𝘁 𝗜 𝘄𝗼𝗿𝗸 𝘄𝗶𝘁𝗵: ☁️ Cloud: Azure, AWS, AKS, EKS 🐳 Containers: Kubernetes, Nomad, Docker, Helm 🔧 IaC: Terraform, Ansible 🚀 CI/CD: GitHub Actions, ArgoCD, GitOps 📊 Observability: Prometheus, Grafana, Loki, Tempo, Datadog 🔐 Security: Vault, AI Security practices 𝗦𝗥𝗘 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲𝘀: SLIs/SLOs, Error Budgets, Incident Management, Blameless Postmortems, On\-Call Excellence, Chaos Engineering, Toil Reduction Open to conversations about SRE strategy, platform engineering, and building reliable systems at scale\. 📬 Best way to reach me: munishkumar631@gmail\.com \| munishk\.dev

## Location

India

## AI stack

anthropic apis

hugging face

mcp

ollama

openai

Agno

## Work experience

Senior Site Reliability Engineer at A\.P\. Moller \- Maersk, Sep 2021 \- Present · 5 yrs, Bengaluru, Karnataka, India, Leading SRE initiatives for global logistics platform infrastructure, ensuring high availability for systems that power 20% of global shipping container trade\. Key Achievements: • Reduced MTTR by 30% by implementing comprehensive observability stack \(Prometheus, Grafana, Loki, Tempo\) with intelligent alerting • Achieved 99\.95% uptime across critical logistics applications through proactive SLI/SLO frameworks • Built CI/CD pipelines using GitHub Actions and Terraform, reducing deployment time by 40% and enabling 50\+ daily deployments • Managed multi\-region AKS clusters handling 10M\+ daily transactions with zero\-downtime deployment strategies • Led blameless postmortems for P1 incidents, implementing preventive measures that reduced repeat incidents by 60% • Partnered with 15\+ product teams to define and implement reliability standards across the organization Tech Stack: Azure, AWS, AKS, Terraform, GitHub Actions, ArgoCD, Prometheus, Grafana, Loki, Tempo, Helm, Docker

Site Reliability Engineer at Shuttl, Feb 2020 \- Aug 2021 · 1 yr 7 mos, Gurugram, Haryana, India, Owned end\-to\-end reliability for India's largest office commute platform, supporting 100K\+ daily rides across 10 cities\. • Reduced incident resolution time by 20% through improved runbooks and automated diagnostics • Managed Nomad \+ Consul infrastructure using Terraform and Vault, achieving 99\.9% service availability • Built real\-time dashboards in Datadog and Sentry, improving issue detection time from hours to minutes • Automated 40\+ routine SRE tasks with internal tooling, saving 15\+ engineering hours weekly • Ran 24/7 on\-call rotations with <15 min response time for critical incidents Tech Stack: Nomad, Consul, Terraform, Vault, Datadog, Sentry, AWS, Python

Senior QA Engineer at Shuttl, Aug 2017 \- Feb 2020 · 2 yrs 7 mos, Gurugram, Haryana, India, My role involved QA automation and testing, first on the legacy system, then during Shuttl's microservices rewrite\. • Built REST API test suites to catch regressions early\. • Led the QA automation strategy during the microservices migration\. • Identified performance bottlenecks and worked with developers to speed up API response times\. • This work got me interested in system performance and led me toward SRE\.

QA Engineer at Tata 1mg, Jul 2015 \- Aug 2017 · 2 yrs 2 mos, Gurugram, Haryana, India, My role focused on QA for the diagnostics platform, covering web and mobile testing across pharmacy and order fulfilment systems\. • Led functional, API, and database testing for pharmacy and order fulfillment\. • Worked closely with developers to catch and fix issues faster\. • Owned testing for both web and mobile on the diagnostics platform\.

Jr Quality Analyst at FabFurnish\.com, Dec 2014 \- Jul 2015 · 8 mos, Gurugram, Haryana, India, Owned QA for the FabSeller e\-commerce platform, covering functional, API, and performance testing for core business workflows\.

## Education

B\.Tech, Information Technology, Maharshi Dayanand University \(MDU\), Rohtak

## Public links

- github: https://github\.com/kumarmunish
- munishk\.dev: https://munishk\.dev/

[View the original profile](https://tal.club/meet/munish-kumar)

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