Backend development for the load you'll actually have

We design and build APIs, queues, workers and data layers together, sized for your real traffic. We also work inside codebases someone else started.

Talk to an engineer, not a salesperson.

BE-01Edge → API → Cache / Queue → Workers → Database

Illustration
Edge → API → Cache / Queue → Workers → Database, with a balloon on the API–Database link: Pool exhausts first.EdgeAPICache /QueueWorkersDatabasePool exhausts firstEdge → API → Cache / Queue → Workers → Database, with a balloon on the API–Database link: Pool exhausts first.EdgeAPICache / QueueWorkersDatabasePool exhausts first

The problem

Systems rarely break where you expect

Slow pages, failed payments and lost orders usually trace back to a few backend decisions made early.

Most systems don't fall over at the layer people expect. Connection pools run out long before the CPU is busy. A cache without stampede control amplifies the spike it was meant to absorb. A queue nobody monitors turns an outage into silent data loss. These are architecture problems, and they cost least to fix before launch.

What we build

What we design together

At real traffic these are one design decision, not five.

  • API architecture

    Typed, versioned service boundaries with validation, authentication and rate limiting at the edge. Callers get a stable contract while the system underneath keeps changing.

  • Queues and workers

    Slow work moves off the request path into workers, with backpressure and a retry policy. Consumers are idempotent, and a dead-letter queue is one someone actually watches.

  • Data layer

    Schema, indexes, replicas and partitioning chosen from measured access patterns. Cache keys, expiry and invalidation on write are designed alongside the read path.

  • Detail

    Typical first fixes: a pooler in front of PostgreSQL, a shared Redis cache with stampede protection, and indexes checked against real query plans.

  • Observability

    Traces, metrics and structured logs that let you diagnose an incident without redeploying. Alerts on error rate and latency, not only on crashes.

  • Load testing

    Production-shaped load against production-shaped data, before anyone makes a capacity claim.

Evidence

What clients wrote

Two clients' reviews, verbatim. Client names withheld.

May 2026 · Fixed price5.0 out of 5 stars

“Excellent freelancer to work with. The implementation was handled professionally, communication was clear, and the work followed the requested MVP scope properly. The freelancer understood the existing setup quickly…”

Client · Election feature for an existing web app
  • Collaborative
  • Committed to Quality
  • Solution Oriented
  • Clear Communicator
  • Professional

Sep 2026 · Hourly, 17 h5.0 out of 5 stars

“Excellent developer. Anupam delivered a complex production integration with strong attention to architecture, safety, testing, and rollback procedures. He followed the scope carefully, communicated clearly, and provided a reusable solution…”

Client · Solana trading-system integration
  • Solana
  • Trading Automation
  • Blockchain
Case study

Evidence: Named client. Status: In production.

BlocksMaples: a P2P crypto marketplace with USDT escrow

The internet-facing API holds no signing keys. An isolated worker signs withdrawals. Deposits are re-verified on-chain before credit. Seven withdrawal controls, and token rotation with reuse detection.

Read the build 

Ratings, reviews and engagement dates come from client contracts delivered through Upwork, checked 24 Sep 2026. '…' marks where a quote was shortened. Client names stay private.

Existing systems

Working inside an existing codebase

A lot of backend work is adding to a system someone else started. We read before we write: map the existing setup, agree the smallest change that meets the goal, and ship it with a way back.

  • A written scope before any change.
  • Small pull requests in your repo, reviewable by your team.
  • Tests around the code we touch.
  • A rollback plan for each release.

Rescue

Something built and struggling?

Unstable, slow, or left half-finished by a previous developer. Tell us what's broken. An engineer reviews it and suggests where to start.

Process

How a backend project runs

Four steps. You get something you can read at the end of each.

  1. Discover

    We measure or model your real access pattern and read the existing code.

    You get

    A written brief with the risks we found.

  2. Architect

    API, cache, queue and data layer designed together.

    You get

    An architecture doc, the key decisions (ADRs) and a milestone plan with estimates.

  3. Build

    Instrumented from the first commit, in reviewable increments.

    You get

    Regular demos and written updates.

  4. Validate and hand over

    A load test against production-shaped data.

    You get

    UAT sign-off and handover notes.

Pricing

How pricing works

An architecture review or discovery sprint at a fixed fee, then fixed-price milestones. Ongoing work can run on a dedicated engineer by the month, and small fixes can be hourly.

What changes the price

How much existing code there is to learn, the number of integrations, your traffic and data volume, and how much load testing the launch needs.

  • Discovery sprint
  • Fixed-price milestones
  • Dedicated engineer, monthly
  • Hourly
How pricing works 

Start here

Check your backend first

Scale planner

Find where your backend breaks first as traffic grows.

Architecture health check

7 indicators. See what to fix first.

Free. Results on screen; no email needed.

Questions

Questions we get about backends

Can you tell us if our architecture handles 100k users?

We can tell you where the pressure points are and what will break first. Anyone who guarantees a number without load testing your system against your data is guessing. Start with the scale planner, then a technical review.

Do you do microservices?

When the team and the deployment story justify them. A modular monolith is the right answer more often than it is fashionable, and premature service boundaries are expensive to undo.

Can you work with our existing team?

Yes. Architecture review, targeted engineering or full ownership of a subsystem are all normal ways to work together.

Which stack do you use?

Mostly Node.js (NestJS or Express) with PostgreSQL, MongoDB or Redis, depending on the workload. If your stack is different, we'll say on the first call whether we're the right fit for it.

Three ways to start

Planning a backend, or fixing one?

Pick whichever suits you. A person reads every message.

Book a 30-min call

Best when you want to talk it through.

Send a project brief

Best when you'd rather write first.

Message us on WhatsApp

Best for a quick question.

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