---
title: "Aalok J. - Lead Site Reliability Engineer in Bengaluru | Tal"
description: "Meet Aalok J., Lead SRE @ Juspay • AI Agent Infra & LLM Tooling • Kubernetes | AWS | Self-Healing Systems based in Bengaluru. AI stack includes antigravity, codex, and claudecode."
image: "https://tal.club/meet/aalok-j/share-image"
---

# Aalok J\. on Tal

## Headline

Lead SRE @ Juspay • AI Agent Infra & LLM Tooling • Kubernetes \| AWS \| Self\-Healing Systems

## About

I build infrastructure that doesn't need babysitting\. With 5 years at Juspay in fintech SRE, I've gone from managing ,reliability to architecting cloud\-native platforms on AWS and GCP — Kubernetes, Terraform, CloudFormation, the works\. But what's pulling me forward now is the intersection of AI and infrastructure: LLM\-powered tooling, agent\-to\-agent communication frameworks, and self\-healing systems that can reason about their own state and act on it\. I'm actively exploring how AI agents can replace the on\-call runbook — not just alert on failure, but diagnose, decide, and fix\. From integrating LLMs into observability pipelines to experimenting with multi\-agent orchestration for infra automation, I'm building toward infrastructure that operates itself\.

## Location

Bengaluru

## AI stack

antigravity

codex

claudecode

## Work experience

Lead Site Reliability Engineer at JUSPAY, Jun 2025 \- Present · 1 yr 3 mos, Bengaluru, Karnataka, India, ◆ Leading SRE strategy across Juspay's fintech platform, owning reliability, scalability, and incident response for critical payment infrastructure ◆ Driving adoption of AI\-assisted operations — integrating LLM tooling into observability workflows and exploring agent\-based automation for self\-healing infra ◆ Architecting and managing multi\-cluster Kubernetes environments on AWS\. ◆ Spearheading evaluation of agent\-to\-agent communication frameworks for autonomous infra remediation

Site Reliability Engineer \- II at JUSPAY, Feb 2024 \- Jun 2025 · 1 yr 5 mos, Bengaluru, Karnataka, India

Site Reliability Engineer\- I at JUSPAY, Mar 2022 \- Feb 2024 · 2 yrs, Bengaluru, Karnataka, India

Full Stack Engineer at Sayapatri Technology Pvt\. Ltd\., Jul 2020 \- Nov 2020 · 5 mos, Nepal

Iot & ML Trainer at DCyborg India, Oct 2019 \- Jun 2020 · 9 mos, Hyderabad, Telangana, India

Web Designer at Techdock, Jul 2019 \- Sep 2019 · 3 mos, Kathmandu, Bāgmatī, Nepal

Web Developer at Self\-Employed, Sep 2016 \- Jan 2019 · 2 yrs 5 mos

## Education

Master of Technology \- MTech, Cloud Computing, Indian Institute of Technology, Patna

Bachelor of Technology \- BTech, Computer Science, Guru Nanak Institutions\(GNI\)

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

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