kp Karthik Palani

Open to roles · Chennai, India

Karthik Palani.

Senior DevOps Engineer / Software Flow Engineer

I build the cloud platforms and pipelines that carry software to production. Now I’m taking that experience toward AI platform engineering.

career.pipeline running
  1. Operations 2017 passed
  2. Cloud, SRE & DevOps 2018 passed
  3. Senior DevOps / Software Flow Now running
  4. AI Platform Engineer Next learning
  5. AI Engineer Later queued
Engineering since
2018
AI tools in production
2
Day job
ESAB India
Local time
IST
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01 / Path

From shipping software to shipping AI.

The work stays the same shape: get something reliable into production and keep it running. What runs on the platform is changing.

Nowrunning

Senior DevOps & Software Flow Engineer

I run cloud infrastructure, AKS and GitLab CI/CD at ESAB India, and build the AI agents and LLM tools the engineering teams use every day.

  • Azure, Kubernetes and Terraform
  • CI/CD for applications and firmware
  • CodeSentinel and TestFlow in production
Nextlearning

AI Platform Engineer

I’m learning the platform layer under AI products: how models are hosted, routed and connected to tools and data, and how to operate that well.

  • Model hosting and routing
  • Retrieval and RAG pipelines
  • MCP and tool integrations
Laterqueued

AI Engineer

The goal is to design and build AI systems end to end, with the habits of someone who has kept production running.

  • Agents and LLM applications
  • Built to run in production
  • Grounded in real delivery work

Currently exploring

  • AI agents
  • MCP servers
  • RAG
  • Local LLMs
  • Model routing
  • Speech-to-text
  • Agentic coding tools
  • Rust

02 / Work

AI tools I’ve built.

CodeSentinel and TestFlow run in production. Cadence is a personal project in pre-alpha.

01 · Developer toolsIn production

CodeSentinel

An AI code reviewer for GitLab. Reads changes, retrieves relevant code and past feedback, then posts inline suggestions without repeating earlier findings.

  • AI agents
  • RAG
  • GitLab
02 · Test automationIn production

TestFlow

Runs plain-English TestRail cases in a browser using Playwright. Checks the outcome and sends pass/fail results and screenshots back to TestRail.

  • Playwright
  • MCP
  • TestRail
03 · Local AIPersonal · Pre-alpha

Cadence

Turns meeting audio into speaker-labeled transcripts, decisions and action items. Speech recognition and language models run entirely on your machine.

  • Rust
  • Local LLMs
  • Speech-to-text
  1. 2024 — Present

    ESAB India Limited

    Senior DevOps Engineer · Chennai

    Manage cloud infrastructure, AKS and GitLab CI/CD. Build AI agents and LLM tools, including CodeSentinel and TestFlow.

    • Kubernetes
    • AI agents
    • MCP
    • GitLab CI/CD
  2. 2023 — 2024

    Ebot AI IT Solutions

    Senior DevOps Engineer · Bengaluru

    Ran a chatbot platform for finance firms on private and public cloud. Provisioned Azure infrastructure with Terraform and managed Kubernetes deployments with Helm.

    • Azure
    • Terraform
    • Helm
  3. 2022 — 2023

    Motherson Technology Services

    DevOps Engineer · Client: ESAB India

    Managed Azure infrastructure and AKS clusters for ESAB. Built GitLab and Jenkins pipelines for applications and IoT firmware.

    • AKS
    • CI/CD
    • IoT
  4. 2019 — 2022

    Xmedia Solutions

    SRE Engineer · Chennai

    Built and deployed Odoo CRM applications from development to production. Maintained the on-premise clusters they ran on.

    • Linux
    • Docker
    • Odoo
  5. 2018 — 2019

    Freelance

    DevOps & Cloud Architect · Remote

    Designed cloud infrastructure for migrations from monoliths to microservices. Built CI/CD pipelines and automated tests with Python and Pytest.

    • Cloud architecture
    • Python
    • Pytest
  6. 2017 — 2018

    NTT Data Services

    Healthcare & Insurance Operations · Chennai

    Handled healthcare processes and insurance claims adjudication. Gained experience with enterprise workflows and operational requirements.

    • Healthcare IT
    • Operations

04 / About

Infrastructure first.
AI by curiosity.

I’ve spent my career on the full path from provisioning environments to deploying and maintaining the services they run. That is still my day job, and I like it.

I’m also an AI enthusiast. I try new AI tools as they appear, build with the ones that hold up, and put the useful results into production. That habit is how CodeSentinel and TestFlow came about, and it’s why AI platform engineering is my next step.

Cloud & platform

Azure · Kubernetes · AKS · Helm · Terraform · Docker · Proxmox · k3s

Delivery & reliability

GitLab CI · Jenkins · Linux · Python · Pytest · Hardware-in-the-Loop

AI systems

AI agents · MCP · RAG · Local inference · Model routing · Rust

05 / Contact

Let’s talk.

Based in Chennai · Open to DevOps, platform and AI platform roles