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AI/ML architecture · technology leadership · platform delivery
Validate, repair or scale your product before you commit more engineering budget.
Muhammad Muzammil Qureshi
AI/ML Architect · Chief Technology Officer & Chief Operating Officer
AI and platform architecture for SaaS founders and business leaders. Most work starts with a focused assessment: a fixed scope and fee agreed before work begins, and a written decision plan at the end.
- 17 years in software engineering
- CTO at Omnitech · COO at Innovation M Services
- Case studies in SaaS, POS, CRM and AI agents
By the numbers
Experience that builds what’s next.
Real experience. Real operating responsibility.
12
Years leading engineering teams
20+
Developers & designers in a PHP department built from scratch
2
Concurrent executive roles
Built for
Companies I have built for.
Four ways to start
Start where the risk is.
Every engagement starts with one of four fixed-scope assessments, one for each service area: a named deliverable, a published price, and a case study showing similar work.
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Strategy & Leadership
CTO Strategy Sprint
Fixed fee · fixed scope
For founders and CEOs without a senior technology owner, or with a roadmap that keeps drifting.
Not sure yet? Score your readiness firstThe costly problem Technical decisions stalling or drifting because no one senior owns architecture, priorities and delivery.
You receive:
- 12-month technology roadmap
- Build, buy or defer decisions on your top priorities
- Team structure and hiring plan
- Delivery-risk register
$4,500 · 2 weeks
Continue with a Fractional CTO retainer from $6,000/month (6 reserved days).
Also within this path
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AI & Intelligent Systems
AI Feasibility & Architecture Assessment
Decision before implementation
For teams planning an AI feature, an agent or a private model who need evidence before committing budget.
Not sure yet? Score your readiness firstThe costly problem Committing budget to an AI feature, agent or private model before knowing whether the data, cost and risk hold up.
You receive:
- Go/no-go for up to three use cases
- Data-readiness review
- External API vs managed hosting vs self-hosting comparison
- 12-month cost model and phased delivery plan
From $5,900 · 2–3 weeks
The base covers up to three use cases. More use cases or a prototype are quoted.
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Architecture, Data & Integration
Platform & Integration Review
Focused assessment
For SaaS founders and engineering leads whose platform is getting slower and riskier to change.
Not sure yet? Score your readiness firstThe costly problem A platform that is getting slower and riskier to change: tenant isolation, integrations, or data that no longer fits the design.
You receive:
- Architecture and data-flow review
- Tenancy and security risk register
- Integration and migration risks with recommendations
- Prioritised implementation backlog
From $5,900 · 2–3 weeks
$8,900 with a detailed migration plan: data mapping, reconciliation, cutover, rollback and sequencing.
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Product Engineering
Product Blueprint Sprint
Fixed fee · fixed scope
For founders about to build or rebuild a web, mobile or SaaS product.
Not sure yet? Score your readiness firstThe costly problem Building before scope, architecture and budget are realistic, and losing the first months of development.
You receive:
- MVP scope with priorities
- Architecture and tech-stack decision
- Milestones with estimates
- Team or vendor recommendation
$3,900 · 2 weeks
Delivery with a dedicated team can follow, quoted from the blueprint.
Also within this path
How engagements work
- Fixed scope and fee, confirmed in writing after a free 20-minute scoping call.
- 50% on booking, 50% after the walkthrough. The report is yours to use with any provider.
- Your sprint fee is credited in full against a retainer or implementation booked within 45 days.
- If a deliverable misses the agreed scope, I revise it at no cost. If our first session shows it isn't the right fit, your deposit is refunded.
- Not ready to commit? A 60-minute Decision Diagnostic is $300, credited in full if you book a sprint within 30 days.
Selected work
See how the architecture handles real operating problems.
Peaches
Self-hosted, OpenAI-compatible LLM service for production captions, review responses, job content, and estimating workflows.
Omnitech CRM
Multi-tenant CRM and revenue platform with fail-closed tenant isolation, scoped permissions, configurable pipelines, lead conversion, and legacy-data migration.
DinDin
Complete restaurant technology suite connecting online ordering, POS, back-office operations, kitchen displays, customer displays, and marketplace orders.
How the work runs
Problem at the base. Product at the top.
Code is the last step and the cheapest one to change. Every layer above rests on the decisions made below it.
Foundation
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Problem
Start with the constraint that actually costs money, not the feature list.
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Strategy
Decide what gets built, what gets bought and what gets deferred.
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Architecture
Draw the boundaries early—they are the expensive part to move later.
Build
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Product
Ship a version people can use before the roadmap gets a second opinion.
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Team
Staff to the architecture. Ownership beats headcount.
Scale
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Delivery
Three environments, a known cadence and no surprises at the deadline.
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Scale
Make the second, tenth and hundredth deployment boring.
Testimonials
What collaborators say.
01 / 04
“I recommend Muzammil for any backend development role. As a pivotal force in our projects at muSharp, they skillfully led sprint planning and execution, demonstrating exceptional project management abilities. Their technical leadership as the Backend Technical Lead was instrumental in overcoming complex challenges, ensuring the integrity and scalability of solutions. With a focus on data scraping expertise and custom module development in WordPress, Muzammil significantly contributed to the success and innovation of our business platform.”
“Muzammil is a great employee who dedicates himself to the project he is on. For almost 2 years he worked with my team to develop complicated web based applications related to the automotive industry. During that time he was able to not only meet the challenges we gave him, but also present unique and modern solutions that helped set our product apart in the marketplace. I would recommend Muzammil as a developer 100%.”
“Muzammil has been my colleague for over a year. We worked in a great team, when everyone was supportive and helping each other. He worked on a lot of complex projects, especially the one that was assigned to him as a Senior Developer working with the CodeIgniter Web Framework. Muzammil managed to handle his tasks with lots of professionalism and enthusiasm and making sure they are always delivered on time. He is always punctual, very responsive and we had a great work relationship overall.”
“Muhammad Muzammil is one of the most valuable people I have ever met. Through the time, we worked on various projects and I was impressed by his way of doing business. Careful and reliable .Net and PHP developer. Always punctual employee. I can highly recommend working with him. He is probably one of the best colleagues I've ever met in my life and one of the smartest co-workers I have ever worked with. He is real asset to any organization.”
Questions and answers
Questions about Muhammad Muzammil Qureshi
More questions? Feel free to reach out.
Start a conversation →Which engagement should I start with?
Start with the assessment that matches the decision in front of you: technology direction, an AI investment, an existing platform, or a new product. If you need a senior technical owner every month rather than one decision, start with Fractional CTO. If you are not sure, describe the problem in the contact form and the reply will suggest a starting point.
What do I receive at the end of an assessment?
A written report with the findings, a prioritised set of recommendations and the deliverables listed for that engagement, followed by a walkthrough of the results. You can act on it with your own team or with another provider.
Is implementation included?
No. Advice and implementation are separate. An assessment ends with recommendations; building, migrating, deploying or testing is scoped and agreed separately, so the recommendation stays independent.
How are fees and timing agreed?
Scope, fee and timing are agreed in writing before any paid work starts, after a first conversation about the problem. Rates are available on request.
Does his work include web and mobile applications?
Yes. The portfolio includes administration portals, customer websites, APIs, native SwiftUI and Kotlin applications, React Native applications, and Android device software for restaurant operations.
Is MQ available for CTO advisory work?
Yes. Advisory and executive engagements can cover technology strategy, architecture, engineering leadership, systems integration, and AI platform planning, with scope agreed after an initial conversation.
How does MQ support engineering teams and executive leadership?
He connects business priorities with technical execution by setting strategy, defining architecture, building accountable teams, improving delivery processes, establishing code-quality standards, and owning client outcomes from requirements through release.
What business and product problems can MQ help solve?
He helps shape product ideas into reliable systems, design multi-tenant SaaS platforms, replace incomplete off-the-shelf workflows with custom software, automate repeated work with AI, build mobile applications, and integrate systems that offer limited or no APIs.
How does MQ take a product from idea to scale?
The process starts with the costly business constraint, then moves through strategy, architecture, product scope, team ownership, disciplined delivery, and repeatable scaling. This keeps major decisions ahead of implementation and makes later deployments predictable.
Let's build what's next
What decision is holding your product back?
Share the product, the problem, and what needs to change. We will identify a useful first engagement and agree its scope before work begins.
Better Technology.
Brighter Possibilities.