48-hour engagement
AI MVP Audit
- Auth, database, and tenant-isolation review
- Written report ranked by severity
- Fixed price, 48-hour turnaround

Cut API response time from 1000ms to under 200ms on a multi-tenant platform live in 15+ countries.
I help founders and CTOs ship MVPs, AI features, and retained product work. Next.js, NestJS, Postgres, Stripe, LLMs. I leave code your next hire can extend.
Replies within 1 business day. A short brief is enough. No pitch deck.
1000ms → <200ms latency cut
Multi-tenant platform
Live SaaS products
Not demos
AI in production
OpenAI / LLMs
Next.js · NestJS · Postgres
Core stack
Fixed-price offer
Before you scale, raise, or hand this off to new hires, get a fixed-price, 48-hour audit of your codebase's auth, database, and tenant-isolation patterns.
48-hour engagement
Not ready for a paid audit? Take the free 2-minute scorecard first.
Selected work
Live apps first. Longer engineering write-ups sit on dedicated case study pages.

End-to-end tournament ops for federations, registration through live rankings, white-label ready.

Sentiment analysis sold as a paid portal with auth, Stripe, and AWS.

Ingredient → recipe AI with OpenAI, Stripe payments, and Firebase auth.

Review-driven brand discovery, full-stack Next.js shipped to production.
Process
Phases, deliverables, and what I need from you up front, so a $50k engagement doesn’t turn into fog.
We pressure-test the problem, users, constraints, and what “done” means for this engagement, before architecture or code.
You get
Your part: Share context, users, and constraints. Decide go / no-go.
Stack, data model, and delivery plan that can ship now and survive your next hire. Written down so it isn’t tribal knowledge.
You get
Your part: Approve direction. Flag non-negotiables (compliance, budget, timeline).
Weekly demos of working software. Async updates in writing. No black-box weeks.
You get
Your part: Give feedback fast. Prioritize ruthlessly when scope moves.
Production deploy, basics monitored, and either a clean handoff or continued ownership, your call.
You get
Your part: Launch decision. Choose handoff vs ongoing partnership.
Working together
How we work day to day. Clear owners, written decisions, and priorities tied to users or revenue.
No agency telephone. I scope, build, and ship the slice we agreed, frontend through API when the product needs it.
Proof · Sr. engineer roles shipping production SaaS, 5+ years
I optimize for a maintainable codebase, not a clever demo. Decisions that matter get written down.
Proof · GraphQL/Nest systems tuned for real traffic, not throwaway APIs
We name what shipping unlocks (users, revenue, fundraising demo) and cut work that doesn’t help that.
Proof · Shipped billing, auth, and AI into products people can pay for
Written updates by default. Live calls for decisions and demos. Timezone: Pakistan (UTC+5) with US/EU-friendly windows.
Proof · Remote collaboration across multiple product teams since 2021
About
Background, how I pick trade-offs, and how we stay aligned once you're paying.

For 5+ years I've learned by shipping. Small apps first, then production systems customers depended on. I've owned NestJS/GraphQL backends, Electron apps, React/Next frontends, Stripe, real-time features, and cloud deploys.
I like the boring middle of SaaS. Architecture trade-offs. Billing edge cases. AI that has to work on a Tuesday. Interfaces that don't need a walkthrough. I'm also shipping RankKar, so I feel the founder side of "will this ship?" every week.
I start from the business outcome, pick the simplest architecture that can grow, and demo work you can show investors or customers. We stay aligned with written updates, honest timelines, and code the next engineer can pick up without guessing why it was built that way.
If you need someone to own a product slice end to end, not vanish into a backlog, let's talk.
How we engage
Pick the engagement that fits your stage.
Fixed-scope project
Best for: Founders validating a SaaS idea in the next 6–10 weeks
A production-ready web product with auth, core workflows, and a deploy you can put in front of users or investors.
I'll reply with yes / no / maybe, a rough engagement shape, and whether a call makes sense.
2–6 week sprint
Best for: Teams with a product that needs LLM features, not a prototype
RAG, agents, or streaming AI wired into real UX, with cost/latency considered and a path to iterate.
I'll reply with yes / no / maybe, a rough engagement shape, and whether a call makes sense.
Retainer / part-time embed
Best for: Startups that need a senior full-stack owner without a full-time hire yet
A long-term partner who owns features end-to-end, frontend, API, data, billing, and communicates like a teammate.
I'll reply with yes / no / maybe, a rough engagement shape, and whether a call makes sense.
Stack behind these offers
Product surface
Systems
Monetization & AI
Engineering notes
AI, backends, and trade-offs I actually had to make.
FAQ
Including when I’m the wrong hire.
Usually a substantial MVP slice or several months of embedded product engineering, auth, core workflows, billing, AI features, and production deploys. Exact scope depends on complexity; discovery makes that concrete before you commit.
No. I join existing codebases often, especially Next.js / Node / Nest stacks. I’ll tell you quickly if the architecture is salvageable or if we’re burning money.
I take designs or wireframes when you have them; otherwise I ship clean, usable UI and iterate from feedback. Non-technical founders get plain-language updates, not Jira noise.
Pure staff-aug ticket queues with no product ownership, native-only mobile as the primary surface, or projects that need a 10-person team on day one. I’ll say no rather than stretch.
Usually within 1–2 weeks after a fit call, if I have capacity. I keep 1–2 engagement slots open at a time so I’m not split across too many clients.
Contact
Send a short brief. I'll reply with whether I'm a fit, a rough engagement shape, and a time to talk if it makes sense. No long discovery process.
We're likely a fit if…