Server racks with blue status lights in a data center
Home
AI Services
MLOps & AI Infrastructure

MLOps That Keeps Your Models Reliable After Launch

We set up the pipelines, monitoring and cloud infrastructure that let your AI run, scale and improve safely in production.

200+ global businesses trust our dedicated software developers

What We Build

MLOps and AI Infrastructure Solutions

Platform engineers who make model releases repeatable, observable and affordable.

Qtec engineers working in the office
Model Deployment Pipelines

Automated training, testing and release so new models ship safely and repeatably.

Monitoring & Drift Detection

Alerts when accuracy slips or input data changes, before users notice.

Scalable Cloud Infrastructure

GPU and serverless setups on AWS, Azure or Google Cloud, sized for your traffic.

Cost & Performance Tuning

Caching, batching and model choices that cut inference cost and latency.

Feature Stores

Shared, versioned features so training and production use the same data.

Model Registry & Versioning

Every model tracked with its data, metrics and approvals, ready to roll back.

Security & Access Control

Secrets, permissions and audit logs set up for regulated environments.

GPU Cluster Management

Scheduling and autoscaling that keep expensive GPUs busy, not idle.

Our Tech Stack

Our Technology Stack for Next-Gen Software Development

Our Case Studies

Real Projects.
Measurable Results.

English Therapy
English Therapy
English Therapy

A comprehensive backend admin panel that manages an educational institution's administrative tasks.

HTML5Node.jsReactVue.js
View Case Study
english-therapy
Lex Intell
Lex Intell
Lex Intell

Lex Intell is an AI-powered SaaS pioneer providing affordable, low-cost online legal research and a Bangladesh law database.

HTML5Node.jsReactVue.js
View Case Study
lex-intell
Wear Soha
Wear Soha
Wear Soha

Wear Soha is a multinational e-commerce platform for women's fashion, with versions for Singapore, Malaysia, Indonesia and Bangladesh.

HTML5Node.jsReactVue.js
View Case Study
wear-soha
Brightskills
Brightskills
Brightskills

Brightskills is an e-learning platform with video courses across many categories for learners of all ages and interests.

HTML5Node.jsReactVue.js
View Case Study
brightskills
Mental Wellness Website
Mental Wellness Website
Mental Wellness Website

An online mental healthcare hub for individuals, teams, and providers, from mental healthcare to wellness activities.

HTML5Node.jsReactVue.js
View Case Study
mental-wellness-website
Deshi Krishi
Deshi Krishi
Deshi Krishi

Deshi Krishi is a crowdfunding platform focused on agriculture, where admins create agricultural projects and accept individual investments.

HTML5Node.jsReactVue.js
View Case Study
deshi-krishi
Creaify
Creaify
Creaify

CreAiFy is a SaaS-ready AI assistant that writes content such as SEO write-ups, talking points, FAQs, YouTube and Facebook descriptions, cold emails, blogs, articles and ads.

HTML5Node.jsReactVue.js
View Case Study
creaify
Exclusive Italian Gallery
Exclusive Italian Gallery
Exclusive Italian Gallery

Exclusive Italian Gallery is an Italian furniture shop in London, serving the best Italian furniture to customers since 2009.

HTML5Node.jsReactVue.js
View Case Study
exclusive-italian-gallery
SliceGuys
SliceGuys
SliceGuys

SliceGuys is a London-based pizza shop specializing in customized pizza made to each customer's choice.

HTML5Node.jsReactVue.js
View Case Study
sliceguys
DXMart
DXMart
DXMart

DXMart is an e-commerce platform in Bangladesh selling electronics and gadgets, as well as personal and skin care products.

HTML5Node.jsReactVue.js
View Case Study
dxmart
Odommo Prokash
Odommo Prokash
Odommo Prokash

Odommo Prokash is an e-commerce book store based in Bangladesh that delivers books right to customers' doorsteps.

HTML5Node.jsReactVue.js
View Case Study
odommo-prokash
Alpha DMS
Alpha DMS
Alpha DMS

Alpha DMS is a parcel delivery company based in the United Kingdom.

HTML5Node.jsReactVue.js
View Case Study
alpha-dms
Nivoda Feed Jewelry Website
Nivoda Feed Jewelry Website
Nivoda Feed Jewelry Website

Nivoda Feed is a customized jewelry business whose expert team helps customers choose the right jewelry.

HTML5Node.jsReactVue.js
View Case Study
nivoda-feed-jewelry-website
Stech
Stech
Stech

Stech Group is the parent company of many subsidiary businesses such as agro-fishing, auto brick production, ICT, travel business and many more.

HTML5Node.jsReactVue.js
View Case Study
stech
Where To
Where To
Where To

Where To is an innovative, user-friendly event booking app that goes beyond ordinary event planning.

HTML5Node.jsReactVue.js
View Case Study
where-to
Ahmed Mashuque & Co.
Ahmed Mashuque & Co.
Ahmed Mashuque & Co.

Ahmed Mashuque & Co. is a Chartered Accountants firm offering accounting, auditing, taxation, VAT, secretarial, consulting and other specialist services in Bangladesh.

HTML5Node.jsReactVue.js
View Case Study
ahmed-mashuque-co
Babai
Babai
Babai

Babai, a Dhaka-based e-commerce and wholesale company, specializes in baby fashion and accessories that are 100% safe and comfortable for little ones.

HTML5Node.jsReactVue.js
View Case Study
babai
Mahfil
Mahfil
Mahfil

Mahfil is a digital marketplace that delivers a YouTube-like live-streaming experience personalized for Islamic content.

HTML5Node.jsReactVue.js
View Case Study
mahfil
Our Case Studies

Solve Real-World Challenges with Industry-Specific AI

Book a Call
What Our Clients Say

Trusted by Global Clients

Play video
Sarah Reinholt
VP of Engineering
Play video
Sarah Reinholt
VP of Engineering
babai
Play video
Robert Singh
Product Lead
STECH
Play video
Michael Torres
Chief Technical Officer
visabee Consultants
Azhar IslamAppza Limited
Azhar Islam
Co Founder
Appza Limited
video filevideo url
Al-Amin ShahriyarMahfil
Al-Amin Shahriyar
Founder
Mahfil
video filevideo url
Flexible Scale

Choose the Right Engagement Model

Staff Augmentation
Need a couple of extra software engineers on your team?

Get senior, production-ready developers who integrate directly into your internal team. They work your hours, join your standups, and follow your workflows—just like any full-time engineer.

Dedicated AI Team
Need a few teams to deliver several projects simultaneously?

Get senior, production-ready developers who integrate directly into your internal team. They work your hours, join your standups, and follow your workflows—just like any full-time engineer.

Software outsourcing
Want to offload everything to us, from start to finish?

Get senior, production-ready developers who integrate directly into your internal team. They work your hours, join your standups, and follow your workflows—just like any full-time engineer.

Working Process

A Better Process for Better Software

We don’t jump straight into development. We first understand what you’re trying to achieve, then shape the right product, build it carefully, test it thoroughly, and stay involved after launch.

Discovery

We align AI capabilities with business intent. Through deep-dive workshops with stakeholders, we map out use cases and feasibility studies to define a clear path to value.

1
2
Data Ingestion

Next, our team engineer secure ingestion pipelines that handle every source. The infrastructure is architected to ensure full compliance with UAE regulations.

Model Training

We design, train, and validate models using the right algorithms and data quality checks. This stage focuses on accuracy, explainability, and measurable performance.

3
4
Deployment

Finally, we deploy the model into production with monitoring, continuous testing, and iteration. This ensures the AI system stays reliable, secure, and aligned with business outcomes.

Monitoring & Optimization

We monitor model performance, accuracy, and reliability in production, then refine and retrain it as your data and business needs evolve.

5

Avoiding App Disasters: Why Testing Mobile Apps is Critical for Your Business

Avoiding App Disasters: Why Testing Mobile Apps is Critical for Your Business
Related Article

The main goal of developing a mobile application is to ensure that massive customer traffic is using your mobile application. This goal can’t be accomplished if your mobile application is malfunctioning. This is the reason why mobile app testing is so vital.

To distinguish your app from your competitors in today’s crowded market your app must be flexible, elevated, and user-friendly. Testing your mobile app right from the beginning has its own advantages. Early testing helps you detect flaws and bugs in your app. It is way cheaper to fix a problem in the early stage rather than to fix it in the production process.

Now let's get deeper into why testing mobile applications is essential for business-

Mobile Apps Testing Ensures The Loading Speed Is Fast

Customer experience significantly depends on the loading speed of your app. When customers operate your app and don’t get immediate responses from links and pages they get disappointed and leave the app.

Research has shown that users prefer apps that assist them in doing tasks at a fast speed. Slow load speed can extinguish the customer experience of your mobile app.

Performance testing determines how much peak load your app can handle efficiently. If your app fails to meet your standards you can upgrade the infrastructure of your app to deal with more users.

Unit Testing Is Crucial For Flawless Design And Efficient Performance

Unit testing of your mobile application will confirm the seamless design and efficient performance in various situations. This testing is usually conducted while developers are still getting work done with coding. User-friendly design of mobile apps can be developed with this test. It also helps the developers to discover multiple critical issues beneath the app's performance. It also facilitates discovering various loopholes in the application code. You can also correct the problems right away to save money on development expenditures.

For Adequate UI/UX Mobile Apps Testing Is Important

Full-proof testing of your mobile application helps the developers to play as end users and they can also experience the app via the customer's eyes. As a result, they can evaluate the whole app experience and verify that it is simple and easy to use. In order to get amazing outcomes from your mobile application it is necessary to perform UI/UX testing across the whole product life cycle.

The proper Functionality Of Mobile Apps Are Guaranteed

One of the major aims of developing a mobile app should be to ensure that the app runs smoothly. You should test the application’s functions correctly in certain performance requirements such as various load situations and varying networks. The best option to test the proper functioning of your app is by using both real devices and emulators.

Simulators are useful in the early steps of app development, but to guarantee that your app runs well, consider actual devices before releasing it. Combining these two approaches results in the best functionality testing.

Security Testing Varify The Safety Of Your Mobile Apps

Data plays an essential role in any kind of business. Strategic decisions for your business can be made by analyzing the data. This is why it is important to protect your data and make sure that you never lose them. Here comes the role of security testing of your mobile application. Security testing of mobile applications can be conducted for various reasons. Such as-

  1. To protect your valuable information from fraud
  2. Security testing detects viruses and malware infections
  3. You can protect data from being hacked

Security testing of your mobile app will get you the whole package of safety, authentication, hacking vulnerability, and many more. Some popular testing tools for mobile security testing are Drozer, WhiteHat Security, Veracode, QARK, Micro Focus, Android Debug Bridge, etc.

Customer Loyalty Is Assured Through Mobile Apps Testing

In the event, it all comes down to the consumer. If customers like using your app they will not only keep using it but also recommend it to their friends and family. This can help your company establish a good reputation in the market and reach a larger audience.

On the other hand, if customers are irritated by your app and don't find it satisfying you will never establish a significant degree of loyalty. Hence it is important to keep on testing customer loyalty on a regular basis to keep the customers happy which will bring greater revenue to your business.

Testing Confirms That Your Apps Work On Multiple Devices

Nowadays different varieties of mobile devices are available on the market. So it is necessary to test your app on as many mobile devices as possible. Especially on the most popular and most used ones. If your mobile app is not compatible with most devices then it might be a great failure for your business.

Testing on different devices will assist you in identifying stability problems, quality problems, and other glitches that may occur. Making sure that your app runs on most devices increases user traffics to your business. The more active users you get for your business the more your business boost.

Usability Testing Discovers How Users Will Interact With Your App

Although performance is unquestionably vital, you must also pay close attention to how consumers will operate your app. Be sure to consider the input from usability testing when making any modifications or additions to your app since it gives you information from actual users about how well your app works in real-world scenarios.

The identification of your target audience is a significant factor in usability testing. You need to provide users with specific tasks to do with a situation that should be clear and actionable but without any suggestions in order to observe how users engage with the application. If you help them with instructions they will tend to follow the instruction rather than figure out to do it on their own. which prevents you from learning about their distinct user experience.

Conclusion

Mobile app testing's goals include consistency, security, usability, and functionality. You shouldn't ever miss mobile app testing if you are developing a mobile application and want to make sure it is as fantastic as it can be when it is launched. Otherwise, you could just be getting yourself into a situation that will be difficult to escape from.

It is highly advised to collaborate with experienced mobile application developers if you lack the time or resources to test mobile applications on your own. They have a ton of expertise testing out mobile apps, making sure they completely meet all the objectives of mobile app testing, and providing you access to a fully working mobile app you can count on.

Have a Project in Mind?
Let's Build Something Great Together.

Tell us about your vision and we'll craft a tailored strategy to turn it into reality.

Contact Us

Table of contents
Mosarrof Hossain
Mosarrof Hossain
Mosarrof Hossain
Taslima Akhter
Taslima Akhter
Taslima Akhter
Taslima Akhter
Mosarrof Hossain
Sadman Sakib
Taslima Akhter
Taslima Akhter
Sadman Sakib
Taslima Akhter
Taslima Akhter
Taslima Akhter
Sadman Sakib
Sadman Sakib
Taslima Akhter
Global Engineering Networks

Hire top remote AI developers in the world

Access engineering talent across multiple global hubs. Overlap with US/EU business timezones natively.

Hire Developers
15+ Countries
Providing native development hubs
300+ Engineers
Actively writing production code
24/7 Coverage
For server and critical pipeline monitoring
You Ask We Answer

Frequently Asked Questions

How long does a typical implementation take?
-
Most engagements move from kickoff to a working first release in six to ten weeks, depending on scope and how much discovery is needed up front. We give you a realistic range after the first conversation rather than an optimistic one.
What level of support can our team expect?
+
We provide comprehensive, high-touch onboarding and 24/7 dedicated support. During the first 30 days, a dedicated success manager will guide your team through setup, custom integrations, and workflow training to ensure seamless adoption.
Can we integrate this with our existing software stack?
+
Yes. We work with the tools you already run — CRMs, data warehouses, payment providers, internal APIs — and map the integration surface during discovery so there are no surprises later.
Is there a limit to the number of active users?
+
No. What we build is yours, and it scales with your business. We size the infrastructure to your expected load and leave you with the documentation to grow it further.
How do you handle data security and regional compliance?
+
Security review is part of every engagement, not an add-on. We handle data residency, encryption at rest and in transit, access control, and audit logging, and we work to the compliance regime your industry requires.
Can we change or cancel our plan at any time?
+
Yes. Engagements run in monthly cycles, and you can change scope or stop at the end of any cycle. We hand over code, credentials, and documentation either way.
Do you offer custom training sessions for larger teams?
+
We do. Handover usually includes live sessions for your engineers and a recorded walkthrough your team can come back to, tailored to the parts of the system they will own.