SARVESH MISHRA

Senior Platform Engineer | DevOps / MLOps | Site Reliability Engineer
Mumbai, IN.

About

Highly accomplished Senior Platform Engineer with over 4 years of expertise in architecting scalable infrastructure, MLOps pipelines, and advanced DevOps automation. Proven leader in optimizing cloud environments, having reduced infrastructure costs by 38% and LLM expenditure by 30% while successfully deploying production-grade agentic AI systems. Leverages deep proficiency in Kubernetes, AWS, GCP, Terraform, and full-stack development, complemented by a Google Cloud Professional Cloud Architect certification, to drive significant operational efficiencies and innovation.

Work

CarTrade Tech Limited (CarWale)
|

Senior Platform Engineer

Mumbai, Maharashtra, India

Summary

Led the design, development, and optimization of scalable infrastructure, MLOps pipelines, and DevOps automation, significantly enhancing system performance and cost efficiency for CarTrade Tech (CarWale).

Highlights

Architected and led the migration from AWS AI Gateway to open-source MLflow; implemented multi-provider traffic routing and token-usage governance, which reduced annual LLM costs by 30%.

Developed an agentic AI layer within Jenkins to autonomously execute multi-repository operations, including PR creation and dependency updates, decreasing developer overhead by 20%.

Designed and built an in-house React + GoLang OnCall application, replicating OpsGenie functionalities for scheduling and notifications, resulting in annual savings of $24K.

Developed and deployed a GPT-powered internal chatbot, enhancing customer engagement by 12% and reducing support ticket resolution time by 5%.

Optimized Kubernetes cluster costs by integrating KRR and OpenCost, right-sizing CPU/memory workloads to reduce infrastructure costs by 38% while maintaining 99.99% uptime.

Spearheaded the migration of compute workloads to ARM instances on AWS, cutting monthly infrastructure spend by 30% and boosting backend service performance by 20%.

Developed reusable Terraform modules for AWS services, standardizing infrastructure-as-code practices and reducing deployment time by 25%.

Implemented Spotify Backstage as a centralized developer portal, improving developer productivity by 25% and decreasing onboarding time by 40%.

Built comprehensive monitoring, logging, and alerting systems with Grafana Stack and distributed tracing, reducing incident response time by 30%.

Re-architected the React SSR service into a Dockerized Node.js renderer, decoupling it from the C# backend and reducing cold-start latency by 42%.

Implemented Redis-integrated caching for SSR React components during high-traffic builds, improving Time To First Byte (TTFB) by 35% and reducing backend CPU usage by 20%.

Integrated Grafana Faro for real-time client-side telemetry, capturing Web Vitals and JS errors, which improved frontend issue resolution by 35% and enabled end-to-end tracing.

Led the migration from legacy RabbitMQ to Kafka, developing an internal messaging library that improved data delivery reliability by 15% and reduced consumer lag by 22%.

Designed and implemented a Redis-backed distributed rate limiter, increasing API revenue by 18% and improving API health score by 25% by throttling abusive traffic.

Built a full-stack React + .NET drag-and-drop website builder for car dealers, achieving 20% faster deployment times and real-time CarWale data integration.

Education

Masai School
Bangalore, Karnataka, India

Certificate

Full-Stack Web Development (MERN Stack)

Dr. A.P.J. Abdul Kalam Technical University
Lucknow, Uttar Pradesh, India

Bachelor of Technology

Mechanical Engineering

Grade: 79.54%

Awards

Rockstar Team of the Year - Annual Award 2025

Awarded By

CarTrade Tech

Recognized for exceptional team performance and significant contributions to company objectives.

Best Performer of the Year - Annual Award 2024

Awarded By

CarTrade Tech

Awarded for outstanding individual performance and impactful contributions to key projects.

1st Place, Internal Hackathon 2023 - Chaos Testing Integration Project

Awarded By

CarTrade Tech

Secured first place in the internal hackathon for innovation in Chaos Testing Integration.

Best Debutant of the Year - Annual Award 2023

Awarded By

CarTrade Tech

Recognized as the top new talent for making significant early impact within the organization.

Languages

English

Certificates

Google Cloud Professional Cloud Architect

Issued By

Google Cloud

Skills

Cloud & Infrastructure

AWS, GCP, Kubernetes, Terraform, S3, IAM, ARM Architecture.

DevOps & CI/CD

Jenkins, GitHub Actions, Argo CD, Azure DevOps, Docker.

Programming Languages

GoLang, Python, JavaScript, React, .NET.

Databases

MySQL, MongoDB, PostgreSQL.

Observability

Grafana Stack (Loki, Tempo, Faro), Grafana OnCall, Distributed Tracing.

Messaging & Caching

Kafka, RabbitMQ, Redis, Memcached, Elasticsearch.

AI / MLOps

MLflow AI Gateway, Agentic AI, Claude Code, Cursor, OpenAI/GPT Integration.

Platforms & Tools

Backstage, KRR, OpenCost, Jira, Confluence.