The problem your team has been stuck on for days, solved in hours.
Scheduling and planning problems with thousands of constraints. Slow systems. Tangled code and messy databases nobody wants to touch. Sameer's specialty is the hard problem that takes veteran engineers days to untangle. He often has the answer in a few hours, sometimes in minutes, and turns it into clean, fast systems that run like a factory.
Free 30-minute call. Bring the problem; we'll often tell you what's wrong on the call.
Your system fights you every time you change it.
- Building schedules or plans by hand takes days, and the result still isn't optimal.
- Every new feature breaks two old ones.
- The database is slow, and nobody knows exactly why.
- The data model made sense two years ago. Now everything works around it.
- An agency or a departed engineer left code nobody understands.
- Your team has been stuck on the same problem for a week.
From tangled to elegant.
Optimization algorithms
Scheduling, staffing, allocation, and planning problems with thousands of constraints, solved in seconds.
Database refactoring
Schema redesign, safe migrations, cleaned-up data, and queries that go from slow to instant.
Code refactoring
Untangle complex, duplicated code into clean, well-structured systems your team can actually change.
Systems that run like a factory
Turn fragile scripts and manual steps into reliable pipelines with background jobs, queues, and retries.
Performance
Find what's actually slow, fix it at the root, and keep it fast as usage grows.
The hard bug
The one your team has been stuck on. We find the real cause, not another workaround.
Fast on the hard part.
Most engineers need days just to understand a complex system before they can safely change it. Sameer's specialty is seeing the whole shape of a problem quickly, then rebuilding it into something simple. 28 years of coding, more than six years building scheduling algorithms at his own startup, and systems built at two Y Combinator startups.
- Diagnosis in hours, not weeks. We find the real problem fast, so you stop paying for guesswork.
- Safe, step-by-step changes. Tests first, small steps, and no risky big-bang rewrite.
- Database changes planned around your uptime. Migrations designed so your product keeps running.
- Elegant, not clever. The result is simpler than what you started with, and documented.
- Your team keeps moving. We work alongside ongoing development, not instead of it.
Hard problems we've made fast and reliable.
Complex schedules, optimized in seconds
AI workforce scheduling algorithms for hospitality and healthcare, used by Minor Hotels and Mount Sinai NYC, a top-15 US hospital. Built over more than six years.
Search in under two seconds
Query expansion, async APIs, and optimized PostgreSQL indexing across millions of indexed videos.
A pipeline that never loses work
Fault-tolerant job distribution with checkpointing and atomic database operations under heavy concurrency.
Prototypes into production
Early prototypes turned into production systems across multiple health centers, with row-level security on HIPAA-compliant infrastructure.
From stuck to shipping.
Talk
A free call about the problem. Often we can point to the cause before the call ends.
Diagnose
We review the code or database and pinpoint what's really wrong, usually fast.
Refactor
Safe, step-by-step changes with tests, so nothing breaks along the way.
Hand over
Clean, documented code your team can own, or we stay on to keep it that way.
Refactoring questions
Can we start with just one problem?
Yes. Many clients start by bringing us the one problem that's been blocking them for days. If it goes well, we look at the rest.
Do we have to stop development while you work?
No. We work in small, safe steps alongside your team's ongoing work.
Will you rewrite everything?
Almost never. A full rewrite is usually the slowest and riskiest option. We refactor what's there into something clean.
What technologies do you work with?
Python, JavaScript and TypeScript, Node.js, PHP and Laravel, React, Angular, Ionic, FastAPI, PostgreSQL, Supabase, Docker, AWS, Google Cloud, and most common web stacks.
Do you sign NDAs?
Yes, happily, before you share any code.
Bring us the problem you're stuck on.
Book a free 30-minute call. You may leave with the answer.