Forward Deployed Engineer:
Embedded Delivery in Dubai
I enter your operational environment, diagnose what's actually broken — not what the spec says — and deliver a working system in 4–8 weeks. Built to run without me.
Discovery call first · Defined scope · Clean handoff
This is not remote consulting
Not a retainer you pay regardless of output
Not a slide deck with recommendations
Not a vendor who creates ongoing dependency
Not a project handed off to a separate dev team
Not an advisor who talks about code without reading it
Not a 6-month engagement before anything ships
The output is a working system running in production. The engagement ends when that outcome exists — not when a retainer expires.
Who This Fits
Organizations with real operational problems — not startups building a product from scratch. The constraint is not strategy. It is that the right software does not exist yet.
Your team has adapted around it. It shows up as manual work, workarounds, or error-prone handoffs. Everyone knows it exists. Nobody has had the time to fix it properly.
You have had consultants write documents, dev teams give estimates, and months pass. The requirements live in a slide deck. The problem is still there.
The core system stays. But it needs to integrate with automation, AI, a dashboard, or a new workflow — without a full replacement project.
Banking, regulated finance, real estate — including tokenization and digital asset workflows. KYC/AML requirements, audit trails, compliance architecture. The constraints are real. The solution has to work inside them, not around them.
Who this does not fit: Early-stage startups building a product to sell (→ MVP Development). Companies wanting ongoing advisory without a defined deliverable (→ Fractional CTO).
How the Engagement Works
Four stages. One outcome. Total time: 4–8 weeks.
Discovery (1–2 weeks)
I enter your operational environment. Watch how things actually work — not how they are documented. Interview the people doing the work. Map the gap between the written process and the real one. No code yet.
Scope lock
We agree on one specific outcome with a measurable result. One thing, done right, delivered. No scope creep. A written scope with a clear definition of done.
Build and deploy (3–6 weeks)
I build and deploy directly — no handoff to a separate development team, no waiting for specs to be re-interpreted. You see working software incrementally, not a demo at the end.
Handoff
The system is running in production. Your team knows how to operate it. Documentation covers every non-obvious decision. I step back completely. The engagement ends when the outcome is there.
The handoff is the point
Everything I build is designed to run without me. That is an explicit design constraint from day one — not an afterthought.
I document every non-obvious decision. I run your team through the system before stepping back. I structure the handoff so no question about the system can only be answered by me. The dependency on me ends when the engagement ends.
RealEstateCRM and Automator — both 2021 engagements — have run without a single call to me since delivery. That is the standard.
Engagements
Four embedded delivery projects. Measurable outcomes. All production deployments.
2021
Embedded with a real estate agency managing 200+ listings across Excel, email, and sticky notes. Spent time in their office watching how agents actually moved leads through the pipeline — not how they described the process. Delivered a complete CRM with client pipeline, auto-generated contracts, and a lead-gen website synced to major property portals. Still running with zero involvement from me since 2021.
Read the case study →2021
A music publishing client was spending four hours every morning on the same manual routine: collect files, rename, archive, upload, post across multiple sites. I mapped their exact workflow before touching the keyboard. Built an end-to-end pipeline that replaced it with a 15-minute daily review. 200,000+ releases published since launch. Still running.
Read the case study →2025
Investment fund management platform with guided LP onboarding, built-in KYC/AML compliance checks, deal and document management, and a live fundraising dashboard. Delivered for a regulated financial environment.
Read the case study →Consolidated 3–5 tools into a single support operations dashboard — unified search across users, orders, and incidents; role-based access; read-only fallbacks during outages.
Read the case study →Scoped per project
Pricing is fixed per engagement, agreed after the discovery conversation. Most embedded delivery engagements run 4–8 weeks and fall between $15,000 and $50,000 depending on scope and complexity. Regulated environments and longer integrations are quoted separately.
The discovery call has no cost and no commitment.
Frequently Asked Questions
What kinds of problems fit this model?
Operational problems where the bottleneck is that nobody has built the right tool — not lack of process, not lack of strategy. CRM-adjacent workflows, automation of manual routines, AI integration into existing processes, internal dashboards, compliance-adjacent tooling, legacy system integrations. The common thread: something that costs real time or money daily, and where a working system in 4–8 weeks would fix it.
How is this different from hiring a consultant?
A consultant writes documents. I write code. The output of this engagement is a running system in production — not a report, not a proposal for a larger project. The discovery phase produces a scope, not a deliverable. Everything after that produces the working system.
How is this different from outsourcing to a dev agency?
A dev agency takes requirements and returns code. I enter the environment first, discover what the requirements should actually be, then build it myself. There is no requirements-to-developer translation gap. No project manager intermediary. No handoff between the person who understands the problem and the person writing the code — I am the same person.
Do you work on-site?
For the discovery phase, yes — or as close to it as the engagement allows. Understanding a real workflow requires seeing it, not being told about it. Dubai-based clients can meet in person. For clients elsewhere, I conduct structured discovery sessions that replicate the on-site dynamic as closely as possible. The build phase is remote.
What happens after the engagement ends?
The system runs without me. That is the goal from day one, not an afterthought. I document every non-obvious decision, run your team through the system before stepping back, and structure the handoff so no question about the system can only be answered by me. The dependency on me ends when the engagement ends.
What industries have you worked in?
Real estate, music publishing, investment fund management, customer operations, tokenization and digital asset compliance workflows, enterprise API infrastructure. Based in Dubai, working globally — direct experience in regulated finance and property markets.
What does the engagement cost?
Scoped and priced per project after the discovery conversation. Most embedded delivery engagements run 4–8 weeks and fall between $15,000 and $50,000 depending on scope and complexity. Regulated environments and longer integrations are quoted separately. The discovery call has no cost and no commitment.
Tell me what's broken
Describe the operational problem — what it costs, what you've tried, what constraints the solution has to work inside. I'll tell you whether this engagement model fits and what a realistic scope looks like.
Discovery call first · Defined scope · Built to hand off
Also available: AI Solutions for custom AI development, MVP Development for founders going from concept to product, and Fractional CTO for ongoing technical leadership.