Tilakraj Desai - Tilak - Lead DevOps Engineer

Hi, I'm Tilak

Tilakraj Desai

Lead DevOps at Emergent

Specializing in Cloud Technologies, Automation & Observability Engineering

01. About Me

Dedicated DevOps Engineer with over 5+ years of experience in cloud technologies, automation, and observability engineering. Expertise in Kubernetes cluster administration, service deployment, AWS, GCP, and Terraform.

I'm Tilak (Tilakraj Desai), and throughout my career at companies like Emergent, Zepto, and Groww, I've built and scaled infrastructure handling massive telemetry volumes. At tilakraj.cv, I share my expertise in creating cost-effective, highly available solutions that empower development teams and optimize operational efficiency.

Contact Info

Bengaluru, Karnataka

B.Tech (Information Technology)

Dharmsinh Desai University

August 2016 - May 2020

02. Work Experience

DevOps Lead

Emergent.sh

Remote
August 2025 - CurrentCurrent

Built and lead a lean team of 4 engineers owning the full platform footprint

Operate 30+ Kubernetes clusters along with databases and networking across regions

Designed and rolled out a multi-cloud setup spanning multiple providers

Led ISO 27001 and SOC 2 compliance programs end-to-end

Owned key parts of the platform security posture

Built an internal serverless platform for product teams

Eliminated regional single points of failure to make the platform truly highly available

Built unidirectional tunnels for secure communication between on-premise and cloud environments

Set up in-house observability serving both internal teams and external customers

Established best practices for IaC, security, scaling, and CI/CD across the org

Solved advanced sandboxing problems for running AI agents safely at scale

Solved noisy-neighbor egress network issues in densely bin-packed container environments

Drove cost optimization via event-based scale-down of customer environments

Set up ephemeral environments to enable fast, isolated testing for engineering teams

Senior DevOps Engineer

Zepto

Bangalore, Karnataka
November 2024 - August 2025

Senior DevOps Engineer

Groww

Bangalore, Karnataka
April 2024 - November 2024

SRE

OutSystems

Remote
May 2022 - April 2024

SRE

Crest Data Systems

Ahmedabad
June 2020 - April 2022

03. Skills & Technologies

Cloud Platforms

AWS
GCP

Orchestration

Kubernetes
Helm
ArgoCD
Karpenter

Observability

Prometheus
Grafana
Grafana Mimir
Grafana Loki
Grafana Tempo
Alertmanager
OpenTelemetry
Pyroscope

Infrastructure as Code

Terraform
Crossplane

Automation

Github Workflows
Python
Shell

Tools & More

KEDA
OpenCost
Consul OSS
Linux

04. Featured Projects

In-house Observability Platform

Built comprehensive observability platforms to support massive telemetry volumes and optimize operational costs, reducing reliance on SaaS tools.

24TB logs dailyReduced SaaS costs
Prometheus
Grafana
Mimir

Distributed Tracing Solution

Engineered distributed tracing using Grafana Tempo to improve developer workflows and enable faster bottleneck identification.

Improved debugging timeEnhanced SLO implementation
Grafana Tempo
OpenTelemetry
Kubernetes

Metrics Platform Migration

Led migration from Thanos to Grafana Mimir for a scalable, cost-effective metrics platform with granular namespace control.

Cost optimizationImproved scalability
Grafana Mimir
Thanos
Prometheus

Event-based Workload Scaling

Introduced event-based workload scaling in Kubernetes using KEDA for enhanced responsiveness and optimized resource utilization.

Optimized resource usageEnhanced responsiveness
KEDA
Kubernetes
Event-driven architecture

Self-service Alerting Platform

Re-designed alerting platform to enable developers to manage their own alerts, improving autonomy and reducing operational overhead.

50% cost reductionDeveloper self-service
Alertmanager
Prometheus
Grafana

Infrastructure Cost Optimization

Created Python/Lambda automation to flag and delete unused infrastructure, achieving significant cost savings.

Significant cost savingsAutomated cleanup
Python
AWS Lambda
Cost optimization

05. Featured Blog Post

Migration from Thanos to Grafana Mimir

Deep dive into our journey of migrating metrics infrastructure for improved scalability and cost efficiency.

More articles coming soon...

06. Open Source

Selected contributions to upstream projects I rely on at work.

OpenTelemetry compile-time auto-instrumentation for Go. Contributed gRPC status-code attribute extraction for RPC metrics instrumentation, including the implementation, unit tests, and metrics-conversion wiring.

  • Added rpc.grpc.status_code attribute to gRPC metrics instrumentation
  • Authored test suite covering success, gRPC errors, non-gRPC errors and non-gRPC systems
  • Updated rpc metrics conversion map to surface the new attribute
GoOpenTelemetrygRPCObservability

Multiple fixes and feature additions across community Helm charts to improve reliability, configurability, and day-2 operability for downstream operators.

  • Shipped bug fixes and feature PRs in widely-used community Helm charts
  • Improved chart configurability and upgrade safety for production users
HelmKubernetesOpen Source

06. Get In Touch

Contact Information

I'm always interested in hearing about new opportunities, collaborations, or just connecting with fellow engineers. Feel free to reach out!

Tilakraj Desai

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