---
title: "Paresh Patil - Staff Site Reliability Engineer in Bengaluru | Tal"
description: "Meet Paresh Patil, Staff SRE | Consultant | Platform Engineer | AWS | GCP | K8s | Kafka | Prometheus | Terraform | LLMOps | Building Smart Tools based in Bengaluru. AI stack includes claude code, claude, and cursor."
image: "https://tal.club/meet/paresh/share-image"
---

# Paresh Patil on Tal

## Headline

Staff SRE \| Consultant \| Platform Engineer \| AWS \| GCP \| K8s \| Kafka \| Prometheus \| Terraform \| LLMOps \| Building Smart Tools

## About

Staff SRE \| 9 years operating infrastructure at scale \| Tech lead for platforms serving 90M\+ users at 5M req/min Currently leading SRE at Mobile Premier League, where I've driven three infrastructure transformations and mentored engineers from junior to senior across a high\-stakes real\-time gaming platform\. WHAT I LEAD: \- Technical direction for SRE across 100\+ microservices, 4 geographies \(India, USA, Brazil\) \- On\-call architecture for mission\-critical real\-time multiplayer systems \(5M req/min\) \- Cross\-team initiatives spanning platform, product, and infrastructure orgs \- Hiring, mentorship, and growth of SRE team members THREE TRANSFORMATIONS I'VE LED: 1\. Legacy monolith → Kubernetes on AWS: 10x faster deployments 2\. AWS → GCP migration, 100\+ microservices: 99\.99% uptime, 30% cost reduction, zero downtime 3\. Patented Relay infrastructure for real\-time gaming: provisioning hours→minutes, 30% latency reduction, 60% toil reduction IMPACT: \- 40% infrastructure cost reduction \- 99\.9%\+ SLA across mission\-critical systems; MTTR cut 50% \- SLO/SLI framework adopted across 100\+ services \- DR posture: RPO <15min, RTO <30min \- 10x traffic surge capacity validated CURRENTLY EXPLORING: Building LLM\-powered operations tooling — MCP\-based alert generation, AI\-assisted observability, and agentic systems for SRE work\. Interested in infrastructure roles at companies operating large\-scale distributed systems and AI/ML platforms\. STACK: AWS · GCP · Kubernetes · Terraform · Kafka · Prometheus · Grafana · PostgreSQL · MongoDB · Redis · Python

## Location

Bengaluru

## AI stack

claude code

claude

cursor

lovable

notion

ollama

## Work experience

Staff Site Reliability Engineer at Mobile Premier League \(MPL\), Jul 2022 \- Present · 4 yrs 2 mos, Bengaluru, Tech lead for SRE across MPL's real\-time gaming platform — 100\+ microservices, 90M\+ users, 5M req/min across India, USA, and Brazil\. \- Led patented Relay infrastructure design and rollout for real\-time multiplayer gaming — cut provisioning from hours to minutes, reduced latency 30%, and eliminated 60% of operational toil through self\-service automation \- Drove end\-to\-end AWS → GCP migration for 100\+ microservices as technical owner; delivered 99\.99% uptime through cutover, 30% cost reduction, zero customer\-facing downtime \- Led modernization of legacy monolithic infrastructure to Kubernetes on AWS, enabling 10x faster deployments and horizontal scalability for traffic spikes \- Tech lead and mentor for 4–6 SREs; drove career growth from junior to senior, set technical direction across platform and gaming verticals \- Established SLO/SLI/SLA framework across 100\+ microservices; reduced MTTR by 50% and built incident response protocols adopted org\-wide \- Owned DR posture across the platform: RPO <15min, RTO <30min, validated for 10x traffic surge scenarios \- Drove 40% infrastructure cost reduction through capacity planning, right\-sizing, and architectural optimization across AWS and GCP \- Built observability foundation using Prometheus, Grafana, VictoriaMetrics, and Last9; standardized metrics, logs, and alerting across the fleet \- Currently building LLM\-powered SRE tooling — MCP\-based alert generation, AI\-assisted observability, and agentic ops workflows

Site Reliability Engineer III at Mobile Premier League \(MPL\), Jun 2021 \- Jun 2022 · 1 yr 1 mo, Pune District, \- Scaled stateful infrastructure \(PostgreSQL, MongoDB, Redis\) to handle millions of TPS for real\-time gaming workloads \- Designed multi\-region high\-availability architecture supporting expansion into USA and Brazil markets \- Built CI/CD pipelines and IaC foundations \(Terraform, GitOps\) that became the platform standard \- Led incident response for Sev\-1/Sev\-2 events on mission\-critical gaming systems

Site Reliability Engineer II at Mobile Premier League \(MPL\), Feb 2019 \- May 2021 · 2 yrs 4 mos, Pune District, \- Built and operated Kubernetes\-based platform from early stage; scaled to support 10x user growth \- Implemented observability stack \(Prometheus, Grafana, ELK, NewRelic\) across microservices \- Automated deployment and operational workflows, reducing manual toil for the engineering org \- On\-call rotation and incident response for production gaming infrastructure

DevOps Engineer at Crevise Technologies, Apr 2018 \- Feb 2019 · 11 mos, Pune, Maharashtra, India, \- Built CI/CD pipelines and AWS infrastructure for client engagements \- Implemented monitoring, logging, and alerting for production systems

System Administrator at OpenSpecimen \(Krishagni\), Jan 2017 \- Mar 2018 · 1 yr 3 mos, Pune Area, India, \- Managed Linux infrastructure and deployment operations for biobanking platform \- Built automation for system provisioning, monitoring, and routine ops

## Education

Bachelor of Engineering \(B\.E\.\), Computer Engineering, Savitribai Phule Pune University

[View the original profile](https://tal.club/meet/paresh)

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