About

Backend engineer, mostly interested in what happens when things fail.

I’m Abhinav, a backend engineer in Hyderabad. At Khumbu Systems I design and own the integration services between ordering platforms, Uber Eats and RBI’s apps, and the point-of-sale systems of Burger King, Popeyes, Tim Hortons, Chipotle and Wingstop: about 12,000 stores across 17 markets. Orders, quotes, cancellations, pricing, and the menu and store-status syncs that keep them all agreeing.

Integration work teaches you that every partner retries, every queue redelivers, and every dependency eventually times out. Most of what I enjoy is in that layer: idempotent consumers, caches that degrade to misses rather than errors, shutdown ordering, failover. I led our cache migration to ElastiCache Serverless, and wrote up what it taught us.

To go further than my day job needed, I built a real-time multiplayer chess platform as a production system: a clock that cannot drift, moves that apply exactly once under contention, games that survive a rolling deploy, and a written report behind every number I quote about it.

How I work

Measure before claiming

A number without its environment and method is a guess. I write down where a figure came from, and label estimates as estimates.

Failure is a feature to test

Timeouts, retries, redeliveries and restarts are where systems actually break, so I break them on purpose and read what happens.

The simplest design that is correct

A modular monolith before microservices; a database constraint before a distributed lock. Infrastructure is added when there is a reason.

Write down the why

Decisions are worth more with their alternatives and trade-offs attached. That is what lets a design be defended, and changed later.

What I work with

Languages & backend
  • Java
  • Spring Boot
  • Python
  • SQL
  • JavaScript
  • REST
  • WebSockets
  • Concurrency
Data & messaging
  • PostgreSQL
  • DynamoDB
  • ClickHouse
  • MongoDB
  • Redis / Valkey
  • SQS
  • Distributed caching
Cloud & delivery
  • AWS: ECS, EC2, S3, ElastiCache, RDS, Lambda, CloudWatch
  • Terraform
  • Docker
  • Kubernetes
  • CI/CD
Testing & operations
  • JUnit
  • Testcontainers
  • k6
  • JMeter
  • OpenTelemetry
  • Failure drills

Timeline

  1. 2026 Built a real-time multiplayer chess platform end to end: AWS, Kubernetes, load tests, failure drills.
  2. 2026 Published “From Redis + Lettuce to Valkey GLIDE” on Medium.
  3. 2024 Joined Khumbu Systems as a backend engineer on restaurant-integration services.
  4. 2024 Graduated from CBIT: B.E. Computer Science and Engineering (IoT, Cyber Security & Blockchain), CGPA 9.27 / 10.
  5. 2023 1st place, Tech Savishkaar Hackathon, Vasavi College of Engineering.
  6. 2020 Started at Chaitanya Bharathi Institute of Technology, Hyderabad.

Recognition

Working on hard backend or distributed-systems problems?

I’m always glad to talk shop.