MN/01

Muhammad Nazish · Dubai, UAE

AI engineering depth. Full-stack delivery. Leadership that ships.

Principal AI & Full Stack Engineer and Engineering Manager building production web, mobile, cloud, and AI-enabled products across eCommerce, fintech, logistics, and enterprise platforms.

Explore my work

14+ years of hands-on engineering
and cross-functional leadership

EmailGitHubLinkedInDownload CV+971 55 550 0125
LIVE SYSTEM MAPONLINE
01ClientsWeb · Mobile
02API edgeAuth · Rate limits
03Domain coreOrders · Pricing
04Event layerJobs · Signals
05Data & AIPostgres · RAG
Transaction safe Observable Built to evolve
BACKEND ARCHITECTURE◆DISTRIBUTED SYSTEMS◆APPLIED AI◆ENGINEERING LEADERSHIP

01 / SELECTED SYSTEMS

Complexity, made operational.

Representative work across commerce, platform engineering, and production AI.

01Multi-sided platform

BellMeals delivery & subscription ecosystem

A production platform connecting customers, restaurants, drivers, operations, payments, and ERP workflows through one dependable transaction backbone.

THE CHALLENGE

Keep orders, subscriptions, delivery state, and money consistent across several applications and external systems.

MY CONTRIBUTION

Backend architecture, API and data design, Stripe and Odoo integration, asynchronous workflows, production troubleshooting, and technical leadership.

Django / DRFPostgreSQLStripeOdooFlutter
02Domain platform

Pricing & subscription engine

An isolated pricing domain for meal plans, packages, margins, VAT, gateway fees, coupons, simulations, and subscription lifecycle management.

THE CHALLENGE

Introduce flexible commercial rules without putting existing order and payment flows at risk.

MY CONTRIBUTION

Bounded data model, decimal-safe money calculations, audit logs, transaction protection, rollback planning, and ERP synchronization.

PythonDjangoDecimal moneyAudit logsAsync sync
03Applied AI

Retrieval & agent system architecture

Practical AI workflows that turn internal knowledge and operational context into grounded answers, assisted decisions, and repeatable automations.

THE CHALLENGE

Move from an impressive model demo to a system that is observable, evaluable, secure, and useful in production.

MY CONTRIBUTION

RAG and embedding design, tool and agent orchestration, evaluation strategy, API integration, CI/CD, and cloud delivery patterns.

LLMsRAGEmbeddingsAgentsAzure AI

02 / MEASURABLE IMPACT

Engineering outcomes,
not activity.

AED 4M

Digital commerce revenue supported

5,000+

Stores reached through mobile POS

15

Engineers led across product delivery

40%

Improvement in client retention

30%

Reduction in release cycles

50%

Faster KYC verification workflows

03 / EXPERIENCE

From builder to
engineering leader.

Fourteen-plus years of increasingly broad responsibility across code, systems, teams, and commercial outcomes.

01

Jun 2025 — Present

Mesco Marine

Principal AI & Full Stack Engineer / Engineering Manager

Leading hands-on delivery across AI, backend, web, mobile, cloud, and DevOps for customer, restaurant, and driver platforms.

  • Built LLM-powered automation workflows with Python, FastAPI, RAG, embeddings, and API-based AI integrations.
  • Delivered production APIs with JWT and OAuth 2.0 and supported deployments across AWS, Azure, and GCP.
02

May 2024 — May 2025

Conektr Tech · Almaya Group

IT & Engineering Manager

Directed engineering, product, infrastructure, ERP integration, and digital commerce execution across web and mobile platforms.

  • Supported AED 4M in revenue growth through digital commerce and platform improvements.
  • Expanded the mobile POS rollout to more than 5,000 stores.
03

Feb 2022 — May 2024

Step By Tech Group FZCO

Engineering Manager

Owned engineering roadmaps, platform delivery, team development, and secure enterprise integrations.

  • Built and managed a 15-engineer team while improving client retention by 40% and supporting 25% revenue growth.
  • Introduced Agile and DevOps practices that reduced release cycles by 30%.
04

Apr 2017 — Jan 2022

Omnyex E Commerce DMCC

Head of Development

Led engineering and cloud strategy for high-growth eCommerce and digital platforms, including cdkeys.com.

  • Supported development of an AI-driven analytics platform used in business expansion.
  • Led KYC compliance automation that reduced verification processing time by 50%.
05

Oct 2015 — Mar 2017

Citruss TV FZ LLC

Senior Software Engineer

Delivered full-stack web and mobile products across eCommerce and customer experience platforms.

  • Worked across React Native, AWS, Magento, .NET, SQL Server, and REST integrations.
  • Supported AML compliance delivery with banking integration requirements.
06

Oct 2011 — Oct 2015

Boutique1 Group LLC

Full Stack Ecommerce Developer

Built and maintained regional and international Magento commerce experiences and third-party integrations.

  • Integrated payment gateways, logistics systems, and external APIs.
  • Improved website performance and reduced page-load times by 40%.

04 / CAPABILITIES

Wide range.
One delivery mindset.

Technical breadth shaped by years of owning the complete path from product intent to dependable production systems.

01

AI & intelligent systems

  • LLM applications
  • RAG workflows
  • AI agents
  • Embeddings
  • Semantic search
  • Prompt engineering
  • Workflow orchestration
02

Product engineering

  • Python
  • FastAPI
  • Django
  • React.js
  • Node.js
  • Flutter
  • React Native
  • REST APIs
03

Cloud & delivery

  • AWS
  • Azure
  • GCP
  • Docker
  • Kubernetes
  • CI/CD
  • PostgreSQL
  • MongoDB
04

Leadership

  • Engineering strategy
  • Team development
  • Architecture
  • Agile delivery
  • Budgeting
  • Vendor management
  • Stakeholder alignment
EDUCATIONBachelor of Software Engineering

University of Engineering and Technology, Taxila · 2005—2010

CERTIFICATIONSPMP · AWS Certified · Magento Certified Developer

Project delivery, cloud infrastructure, and commerce engineering credentials

05 / ROLE ALIGNMENT

Senior scope.
Builder's instincts.

I'm pursuing roles where architecture ownership, applied AI, and engineering leadership reinforce each other—not sit in separate lanes.

Target roleWhat the role needsRelevant experienceStrongest overlap
01

Principal AI & Full Stack Engineer

Own architecture and delivery across AI-enabled products, APIs, web, mobile, data, and cloud infrastructure.

14+ years shipping production software, with current hands-on work across Python, FastAPI, React, Flutter, PostgreSQL, and AI workflows.

Deep implementation range combined with architecture ownership and the judgment to carry systems into production.

02

Lead AI Engineer

Turn LLM capabilities into useful, reliable product features and business automation.

LLM application development, RAG, embeddings, agents, semantic search, prompt engineering, Python services, and API-based AI integrations.

AI delivery grounded in product engineering, secure APIs, cloud deployment, and real operational workflows.

03

Engineering Manager / Head of Engineering

Set direction, grow teams, and align architecture and execution with measurable business outcomes.

Led teams of up to 15 engineers, improved retention by 40%, shortened release cycles by 30%, and supported AED 4M in revenue growth.

The ability to move between executive priorities, team leadership, and implementation detail without losing momentum.

BASED IN DUBAI · OPEN TO INTERNATIONAL OPPORTUNITIES

Design the system.
Protect the transaction.
Raise the team.

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