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AI first software with an edge.

We help startups and SMEs move faster, from first MVP to full scale, with AI first engineering, senior expert talent and practical technology consulting.

MVP in weeks AI first by default Senior expert talent
trusted by Fortune 500 companies
$50M+
Revenue impact
10M+
Users served
99.9%
Uptime guarantee

Names you know. Standards you can trust.

Our clients
lululemon
LaunchDarkly
aws
upwork
What we do

AI that ships to production, not slideware.

Agentic AI, embedded in the tools your team already uses, built to prove its value in weeks and compound over time.

AI Pods

Build production ready AI systems in weeks with a focused AI team.

AI Agents

Use AI agents to streamline workflows, decisions, and cut costs.

GenAI Consulting & Workshops

Build your AI roadmap with expert strategy, readiness, and ROI clarity.

Intelligent Automation

Streamline operations with intelligent automation that boosts efficiency.

AI PoC & MVP Development

Turn AI concepts into working pilots that prove value.

MLOps & AI Infrastructure

Reliable AI with automated pipelines and governed deployment.

Data Engineering & Integration

Connect silos, modernize pipelines, and deliver reliable data for AI.

Data Governance & BI

Build a trusted data foundation for consistent, reliable intelligence.

Our Bespoke Solutions

what we deliver

Senior engineers and AI specialists, sourced, vetted and embedded in your team, scaling up or down on demand.

Full stackAI / MLDevOpsQAProduct

Web and mobile apps built with React and Angular, fast to ship and built to last.

ReactAngularReact NativeNode.js

Discovery workshops, feasibility studies and product strategy that de risk the build before it starts.

Interfaces and flows designed to cut friction and convert, from prototype to polished product.

Modernise legacy systems, data and workflows into AI ready foundations.

Reliable pipelines and dashboards that turn raw events into decisions and AI ready data.

Cloud native infrastructure and CI/CD that ship reliably and scale on demand.

Automated testing, performance tuning and ongoing support that keep products fast and stable.

Who we serve

Built for startups and SMEs.

From a seed funded MVP to an AI powered product or an extra set of senior hands, we match how we work to your stage and your goals, not a one size template.

01

Funded Startups

Got seed funding and need to ship? We turn your idea into a market ready MVP, fast, without cutting the corners that matter later.

Ship your MVP →
02

Scaling SMEs

Modernise, automate and scale your software with senior engineers who slot straight into your team.

Scale with confidence →
03

AI Adopters

Want to build with AI? From agentic systems to AI consultancy, we help you turn AI into a real product advantage.

Put AI to work →
How we work

Four moves, no theatre.

A senior, transparent process. We communicate with clarity, ship in small safe increments, and hand you a system you fully own.

We start with the business, not the ticket. We map goals, constraints and the real bottleneck, then agree what "done" looks like before a line of code is written.

DiscoveryArchitecture reviewSuccess metrics
Selected work

Our measurable, industry-wide impact.

A few engagements that show the range, from Fortune 500 migrations to compliance critical platforms.

Retailcase visualGlobal retail chain cloud migration
Cloud Migration

Global Retail Chain Migration

Migrated a global retail chain serving 2M+ customers to scalable cloud infrastructure for seamless omnichannel experiences.

Challenge
Move 200+ stores off legacy systems to a cloud native architecture.
Solution
AWS based microservices with a 99.9% uptime guarantee.
40%
cost reduction
3×
performance
0
downtime
AWSKubernetesTerraformDocker
6 months · 12 engineers
Financial Servicescase visualFinTech security and compliance platform
Security & Compliance

FinTech Compliance Platform

A comprehensive security platform for a leading FinTech, achieving industry leading compliance standards.

Challenge
Build a secure, compliant platform handling $50M+ in daily transactions.
Solution
Multi layered security with automated compliance monitoring.
SOC 2
Type II
PCI
Level 1
100%
audit pass
AzureSecurity CenterCompliance MgrAzure AD
8 months · 8 engineers
Healthcarecase visualHealthcare data analytics platform
Data Analytics

Healthcare Analytics Platform

Processing millions of patient records for real time insight while maintaining strict privacy and compliance.

Challenge
Process 10TB+ of daily patient data for real time analytics.
Solution
Big data pipeline with ML powered insights and HIPAA compliance.
10TB
daily data
60%
faster diagnosis
HIPAA
compliant
GCPBigQueryTensorFlowKubernetes
10 months · 15 engineers
What clients say

Working with Muhammad has been an absolute privilege. He brings a rare blend of technical excellence, leadership, and professionalism that elevates every team he's part of. As an engineer, Muhammad led efforts in crafting robust patterns, clear examples, and thorough documentation, making complex systems approachable and scalable for others. What truly sets Muhammad apart is his timeliness and transparency. He communicates with clarity, follows through with precision, and consistently fosters trust across teams. Muhammad is not only a strong contributor, he's a pure delight to work with. Any team would be lucky to have him.

LPLenny Peters
Lenny Peters
Senior Software Engineer II · lululemon

Muhammad is one of the strongest Frontend Engineers I've collaborated with. His ability to take ownership of tasks, deliver clean and efficient code, and bring UI designs to life with precision is outstanding. Whether it's optimizing performance, improving responsiveness, or ensuring a smooth user experience, he approaches every challenge with a solution oriented mindset. He's also a great team player, communicative, reliable, and always ready to lend a hand. It's been a pleasure working with him, and I'm excited to see the continued impact he'll make on future projects.

RPRanjit Pillai
Ranjit Pillai
Senior Manager · lululemon

I've been very positively impressed with Muhammad as a software developer and communicator. I had the pleasure of working with him on a mission critical project, where Muhammad was called in to make significant updates in an unfamiliar codebase. I was pleasantly surprised with how quickly he ramped up, almost immediately producing on target prototypes and beta deployments we could use to build trust with our partners. Muhammad is flexible and creative in exploring options that optimize for both user experience and operational excellence, even under short timelines. He stayed with the program through production release and continued to provide critical support as the work was handed off. I'd count myself fortunate to work with Muhammad again.

DHDan Hitchcock
Dan Hitchcock
Senior Staff TPM

I was lucky to hire Muhammad for my team, as it quickly became obvious we had discovered real talent and an emerging leader. Extremely engaged and attentive to detail, he always strives for quality and perfection in all assigned tasks. Muhammad possesses strong technical expertise and keen product understanding, which makes him successful in teams with a strong focus on collaboration between engineering, product, design, research and analytics. He is a fast and efficient learner. I was honoured when he subscribed to my mentorship sessions, and dazzled by his methodological and thoughtful way of learning. I highly recommend Muhammad, he can be a valuable asset for any organization.

DBDmytro Bovkun
Dmytro Bovkun
Director of Engineering · Upwork

Umer has been a go getter. He has always dabbled in new technologies, trying to expand his horizon and hone his front end skills. I always appreciated his thirst for knowledge and eagerness to learn. Umer was a valuable member of our team and was able to deliver his work items with a high level of quality. He also has another great quality, in the form of sharing his knowledge, he was a regular in presenting on technology topics in our weekly knowledge sharing sessions, and really added to our overall learning culture. He will be an asset to any company he joins.

TQTaimur Qureshi
Taimur Qureshi
Director of Engineering · Vroozi
Who you work with

Senior people, on your project.

Decades of combined experience from Amazon, AWS and RBC. No hand offs to juniors, the people who scope your work are the people who build it.

MUMuhammad Umer
Muhammad Umer
Founder & CEO

Ex Amazon, Ex Upwork. 10+ years building intelligent applications that drive business transformation.

in LinkedIn
RMRaza Mirza
Raza Mirza
Chief Technology Officer

Ex AWS. 18+ years in cloud architecture and enterprise software, expert in scalable systems.

in LinkedIn
SHSajid Hafeez
Sajid Hafeez
Chief Delivery Officer

Previously RBC. 20+ years in delivery and client success on complex implementations.

in LinkedIn
SNSusanna Nevalainen
Susanna Nevalainen
Creative Frontend Engineer

MSc in Human-Computer Interaction. 10+ years in frontend and UX, specializing in 3D web (WebGL, Three.js, WebXR) and data visualization.

in LinkedIn
Let's talk

Ready when you are.

Tell us about your project and we'll get back to you, usually within 2 hours, Mon Fri.

@ sales@nimbusedgeconsultants.com +1 604 202 7670
10045 154 Street, Surrey, BC, Canada
Mon Fri 9AM 6PM PDT · < 2 hr response

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