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Machine Learning & Predictive Analytics

Machine Learning That Turns Data Into Better Decisions

We build, validate and deploy machine learning models for demand, risk, churn and pricing, so your teams act on forecasts, not guesses.

200+ global businesses trust our dedicated software developers

What We Build

Machine Learning and Predictive Analytics Solutions

Data scientists and ML engineers who take models from your historical data to production decisions.

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Forecasting & Demand Planning

Sales, inventory and capacity forecasts that update as new data arrives.

Risk & Fraud Detection

Models that flag unusual transactions and behaviour early, with few false alarms.

Recommendation Engines

Personalised product and content suggestions that lift conversion.

Churn Prediction

The customers most likely to leave, and why, so your team can act in time.

Dynamic Pricing

Prices that respond to demand, stock and competition within the limits you set.

Customer Segmentation

Groups built from real behaviour, ready for targeted campaigns and offers.

Anomaly Detection

Early warnings when sensors, systems or metrics behave unusually.

Analytics Dashboards

Model results and accuracy shown in dashboards your managers will use.

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.

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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.

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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.

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wear-soha
Brightskills
Brightskills
Brightskills

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

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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.

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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.

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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.

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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.

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exclusive-italian-gallery
SliceGuys
SliceGuys
SliceGuys

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

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sliceguys
DXMart
DXMart
DXMart

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

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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.

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odommo-prokash
Alpha DMS
Alpha DMS
Alpha DMS

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

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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.

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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.

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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.

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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.

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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.

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View Case Study
babai
Mahfil
Mahfil
Mahfil

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

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mahfil
Our Case Studies

Solve Real-World Challenges with Industry-Specific AI

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What Our Clients Say

Trusted by Global Clients

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VP of Engineering
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Sarah Reinholt
VP of Engineering
babai
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Robert Singh
Product Lead
STECH
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Michael Torres
Chief Technical Officer
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Azhar IslamAppza Limited
Azhar Islam
Co Founder
Appza Limited
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Al-Amin ShahriyarMahfil
Al-Amin Shahriyar
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Mahfil
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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.

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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.

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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

Top 10 Reasons For Using Django Python as your Backend Framework

Top 10 Reasons For Using Django Python as your Backend Framework
Related Article

While developing a project most of the developers want to use a framework which fulfills all their requirements and can benefit them with lots of features. Features such as simplicity, reliability, security, community etc is an essential part for any backend framework.

Python framework has gained much popularity in the tech industry due to its excellent features used in backend development. It has become one of the best choices of developers. While starting the journey of developing a project, it can be a difficult task to choose the best framework. For beginners Python framework has gained the top most priority. In the Python based framework Django is the most popular for developing various web applications.

Top 10 reasons why most of the developers chose Django Python for backend development is discussed below-

1. Easy to Learn

It is a well known fact that python framework is very easy to read and learn. Most of the beginner developers pick this framework as their programming language for coding because it is very simple to learn and use. This framework is also used in many colleges and universities to teach students coding.

Not only beginners but also technology experts are also using this framework in various fields such as machine learning, data science etc. Python is very much a well-conditioned language. As Django is built with Python it gets many conveniences of Python. All the remarkable codes and files of Django are written in Python. So if you have the basic knowledge about Python it gets very easy to learn about Django and use it in programming.

2. Django is a Cross Platform

Django is a very light framework. It is possible to run its code on any platform such as Mac, Linux, Windows, PC etc. Developers are able to support all the developments and production environments due to the cross platform nature of the Django framework.

A layer called ORM(Object Relational Mapper) of Django is within the developer and database. The benefit of this layer is that a whole project can be migrated from one database to other major databases just by changing a few lines in the code.

3. Great Community Support

The Django framework is available on Github. It is a free and open source network. The community has almost 2k contributors and the number is rising as people are joining everyday.

This is a community of huge developers and the code keeps updated regularly by the developers. While developing a project developers can come across many problems regarding coding. So the community has introduced many new libraries so that developers can solve these coding related issues easily with the help from these libraries.

If you look into searching a particular problem you might see that this problem is already solved by a developer and as a result it gets very easy to search for solutions of your problems you might come across with. As a result you won't have to waste time solving problems on your own. You can also find blogs, documentations, workshops and other resources of this framework very easily.

4. Django is Batteries Included

With Django’s batteries included feature you can get almost everything required to develop a full grown application. These batteries are HTML templating, ORM Authentication, URL routing, session management support, HTTP libraries, Middlewares, i18n, multi site support, forms, view layers, template engine, python compatibility, model layers and many more.

The Django framework has tons of tools and libraries that developers can use for many cases. This is a very large support for the developers. As now developers can keep their focus on main things rather than losing time in making over things.

5. Security

One of the best things about using the Django framework is its security system. Django framework is a speedy framework. Even after being one of the fastest frameworks it doesn't compromise with its security system. These security features come with this framework by default.

For common security issues such as cross-site scripting, request forgery, clickjacking and SQL injection Django framework comes with a built in protection. This framework comes with new security patches every now and then. Django also responds to the security vulnerabilities very quickly and makes other frameworks aware too.

6. Django Comes With Built in Admin User Interface

While working with many frameworks, developers need to create the admin panel by themselves. Which is very time consuming. Whereas Django framework comes with a fully featured user interface. While developing any applications the admin panel is automatically generated of this framework. Developers can modify the admin panel user interface.

Also they can add a dashboard using third party applications and wrappers. Developers don't need to spend a lot of time on building permission and authentication modules as they come auto with this framework. In terms of building user profiles in most of the apps, various types of details such as user name, email, address, phone number is needed.

In Django most of the necessities are already provided. Many frameworks do not provide this kind of huge support. That is one of the reasons Django is favorite among developers.

7. Fully Functional ORM(Object Relational Mapper)

With Django framework developers get a fully functional ORM which is correlative with a number of databases. Developers can interact with databases with ORM libraries and transfer the data automatically from databases to the objects.

They can work with many databases at the same time. ORM build in Django is very good so it takes care of all the database queries very well. The ORM in Django never fails. Application development process in a speedy way due to the ability of pulling out data of Django ORM. For manipulating data, developers don't require to know the language used for database communication.

With just fewer lines of additional codes switching between multiple relational databases is possible.

8. DRY(Don’t Repeat Yourself) Principle

The DRY principle is a very important factor in programming code. Especially when codes are regularly updated. Developers follow DRY principles to avoid unnecessary lines of codes, bugs and errors in the application.

Working with DRY principles will get you the most out of little code. While making any code work or modify code for any reasons the ORM principles saves a lot of time for the developers. In most frameworks it requires effort to develop code DRY compliant. While working in a team it gets quite impossible to check on codes every time.

The Django framework was built with DRY principles and it is structured in such a way that developers can violate the DRY principle only by going out of the way.

9. Scalability and Reliability

In today's time a big concern of most of the companies is the scalability of applications. Whether websites will be able to take care of the heavy traffic and large volume of information is a big issue.

The solution to this issue is a framework that can take care of huge amounts of data. Django framework is best for handling any project of any size whether its large scale por small scale.

Django has a series of wired components ready to go by default. These components are decoupled. Development can be scaled up or down by replacing or unplugging the components according to the requirement or specific solutions of an application. The Django framework is widely being used due to its high scalability and reliability.

10. Well Organized Documentation

Good documentation matters a lot while using any framework. Especially when developers get stuck somewhere during the development phase of any project. The Django framework comes with well organized documentation.

Documentation with example code from Django helps a lot in developing different kinds of real world applications. When you are developing some features in your application or you are stuck with some issues in your code, documentation is good for quick reference.

Famous Companies That Use The Django Framework

  1. Instagram
  2. Spotify
  3. The Washington Post
  4. Dropbox
  5. Mozilla
  6. NASA
  7. Pinterest
  8. Reddit (Source: Content Hub)

Django framework holds the top most priority while developing backend among developer’s community. For developing highly scalable web applications with a constantly growing audience Django is the best choice.

The advantages of using this framework is immense. It is fast, simple, clear, reliable, flexible and scalable. Django has a very large loyal contributing community to help the developers help with any kind of issues. With fewer lines of code you can get your job done with this framework. It helps developers to focus on developing new components rather than spending time on built in components.

Django is a great addition to those projects that need to take care of big volume content, user interface or heavy traffic. But also simple enough to handle small scale projects. Due to the benefits of this framework Django is used by so many companies both on a large and small scale. Choosing a web development framework for any project is difficult as there are many frameworks in the market. But with the Django framework you will never be lost.

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Mosarrof Hossain
Mosarrof Hossain
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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
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Frequently Asked Questions

How long does a typical implementation take?
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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?
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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?
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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?
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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?
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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?
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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?
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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.