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Machine Learning Consulting

Unlock the true potential of machine learning to revamp your business operations. Our team of skilled ML consultants and developers specializes in seamlessly integrating ML solutions to enhance task automation, facilitate informed decision-making, and boost overall operational efficiency. With a precise focus on your business goals, we will help you harness the full range of ML capabilities.

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Unlock the true potential of machine learning to revamp your business operations. Our team of skilled ML consultants and developers specializes in seamlessly integrating ML solutions to enhance task automation, facilitate informed decision-making, and boost overall operational efficiency. With a precise focus on your business goals, we will help you harness the full range of ML capabilities.

When to hire

When you need to hire ML specialists

  • You need to automate inefficient or time-consuming manual tasks
  • You want to get valuable data insights for business enhancements
  • There is a need to comprehend better customer behavior for the sales increase
  • You plan to offer customers personalized offers to improve user retention
  • There is a necessity to streamline business operations across the company
  • You want to find new opportunities for potential business growth
WHAT WE DO

Machine learning consulting and development services we provide

ML consulting

We provide machine learning consulting and development services that include your request evaluation, audition of the current IT environment, analysis of business problems, identification of the relevant solution, and possibilities of its implementation performed by our data science consultants.

ML model development & deployment

Our specialists can create and deploy ML models that are obtained as the result of training ML algorithms and used to generate predictions using the patterns extracted from the input data. Such models can be used for various ML tasks, including anomaly detection, object clustering, demand forecasting, and so on.

Artificial intelligence

Our AI services include designing application architectures and working with proprietary, custom Large Language Models (LLMs) and generative models. We also assist with creating novel ML algorithms to develop applications for conversational, generative AI, and others, ensuring your business stays at the forefront of innovation with tailored solutions.

Computer vision

Our computer vision services include the creation of tools for object detection, tracking, OCR, and others. Our goal is to empower companies with software that can interpret extracted data so it can be used to automate, speed up, and improve business processes.

Natural language processing

We provide NLP data science services to build solutions embedded with semantic search, information extraction, intelligent document analysis, and much more. Such tools can help automate operations, efficiently extract information, exceed customer expectations, etc.

Deep learning

Being a subset of machine learning, deep learning can be used by our specialists to help you build various types of solutions for the optimization of your operations. Smart recommendation systems that learn the behavior and interest of your buyers so that you can improve sales, tools for fraud detection, virtual assistants, and much more can be developed by our team, ensuring you can boost your business activities easily.

Data preprocessing & visualization

Our developers are skilled in data preprocessing, which means the transformation of raw data, making it usable for more accurate data analysis. We also assist with data visualization that simplifies the discovery of data patterns, and identification of areas that require attention, ultimately enhancing decision-making processes and business insights.

Our focus

Industries we work with
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eCommerce

Machine learning consulting can help generate insights regarding the buyers, offer better CX, and increase revenue accordingly, optimize pricing, improve marketing and sales activities, provide automated customer support, and much more

Ecommerce

Healthcare

Our experts can help healthcare companies by empowering their solutions with ML to facilitate predictive analytics, improve data classification, enable anomaly detection, and solve many other time-consuming and complicated tasks.

Healthcare

IoT

We can ensure that IoT solutions powered by ML capabilities can provide you with powerful tools for processing big data volumes, intelligent data analysis, predictive maintenance, and real-time decision-making for enhanced operational efficiency and performance.

IoT

Real Estate

By using the benefits of ML, we help businesses get tools to streamline property management, predict market trends, and personalize customer experiences through data-driven insights.

Real Estate

Education

Our ML experts can help empower different types of educational products, ensuring companies can automate administrative tasks, offer customized learning experiences, improve student performance, and much more.

Education

Telecom

By providing machine learning consulting services, we can assist telcos in analyzing collected data regarding clients and improving the quality of their services, predicting maintenance needs, and accurately detecting fraudulent activities.

Telecom

Retail

We can elevate retail businesses by enabling personalized customer recommendations, demand forecasting, and inventory management for enhanced customer satisfaction and operational efficiency.

Retail

Your industry

Even though your domain may not be on the list, we have everything we need to implement your idea because our more than 18 years in the market have given us expertise in more than 16 fields.

Your industry
Need assistance with empowering your product with ML capabilities? Talk to us
Benefits

Why consider ML consulting services

Automation, cost optimization, improved operational efficiency, and other benefits become available when you decide to integrate ML into your business with the help of a trusted IT vendor.

Avoid excessive in-house development costs by hiring ML experts from an IT vendor.
80% of our first-time clients continue to cooperate with us on the development of their other projects.
There are more than 50 modern technologies in our arsenal that can be used for projects of any complexity.
We need 1-3 weeks to compose a team of ML experts for your project.
You can unlock operation automation improve productivity and improve productivity by adopting ML with the help of our experts.
We help you get maximum flexibility since our developers know how to adjust ML technologies to specific business needs.
We’ll assist you in increasing ROI by implementing personalized recommendations based on buyers’ behavior.
Increase the chances of successful product release since we have a 4.7 customer satisfaction score, proving our reliability.
We’ll help you cut costs and join 41% of companies that reduced expenditures with ML integration.
We can help you become a part of 47% of businesses that optimized sales with ML.
Key steps

ML consulting and implementation
with Aimprosoft

At Aimprosoft, we combine our expertise in machine learning consulting and development services to build modern software accurately tailored to your needs. Examine a step-by-step flow below to understand our approach to offering ML development and consulting services.

ML consulting & assessment

This stage includes the discovery phase, where we define the project goals and requirements that should be met. As a result of the assessment stage, we will design a project plan that will include timelines, project scope, SRS, and other key aspects, ensuring that you and all team members are on the same page.

Research

Our ML experts will conduct deep research to determine the best ML algorithms, models, and datasets that can be used in the particular case and meet the requirements defined in the previous stage. The research will cover such sections as description, practical examples, links, and conclusions that allow you to understand the reason for choosing a particular algorithm, model, or dataset.

Data preparation

Data preparation is a critical step in the ML development process, as the quality and relevance of the data directly impact the performance of the final model and application. Our team works meticulously to clean, preprocess, and transform the raw data identified during the assessment phase into a format suitable for ML models/algorithms.

Deployment & After-launch support

Once your solution is release-ready, we will move the tested software to production. After the launch, we assist with product maintenance after its release and provide functionality expansion services.

Designing the solution

The stage involves developing a comprehensive application and integrating a set of developed ML models and algorithms into the application that aligns with the initially defined project goals.

Model development

With the prepared data, we’ll begin the process of developing the ML model. This involves implementing the selected algorithms. Our team fine-tunes hyperparameters, validates the model's performance against the validation set, and iteratively refines the model to achieve optimal results. We’ll conduct testing and validation processes to ensure the robustness and reliability of the model across diverse scenarios.

Our clients

Developed products powered by ML technologies

Explore our expertise in providing data science and ML consulting and development services.
Data mining
Face and object detection
ML services
Image analysis
data mining module screenshot

Data mining module

Challenge: The client opted for Aimprosoft machine learning consulting and development company to create a module that would strengthen the existing platform by giving it the capacity to verify that the processed documents comply with industry standards.

Solution: Based on the obtained requirements, our specialists design a module capable of splitting the agreements into sections and thoroughly processing them to identify whether the document meets compliance. The module was created using Apache Lucene. In addition to the mining module, we have trained a document classification model using Python and PyTorch. As a result, our specialists managed to build a solution that allows determining how well the documentation of various companies follows the regulation’s requirements. It was used by the client to empower the existing solution with modern mechanisms and gain a competitive advantage in the niche of similar products.

security system app screenshot

Security system

Challenge: The client turned to Aimprosoft machine learning consulting service provider to enhance a security system with ML capabilities to prevent undesirable access to a personal computer.

Solution: This system consists of one ML-based model and the main Python application. In the course of the development, our team built a system that offers multi-layered security via the detection of phones, screenshot prevention, multiple security status checks, and many others. Our specialists also ensured that whenever the user violates security rules, the system sends the corresponding alert. The object detector was used to protect users from spying by taking photos of their screens. This model was built using the Darknet-based YOLO model and migrated to another platform via the OpenCV DNN library. The final detector was integrated into a Python application with the support of our team. Overall, an efficiently chosen tech stack, a modern approach to the creation of the product’s architecture, and the ability of the product to offer high-level security have helped the promising startup attract 80 firms and win their loyalty.

iot aggregator app screenshot

IoT aggregator powered by ML capabilities

Challenge: The client came to machine learning consulting company with the idea of developing an IoT aggregator that would provide an easy way to integrate multiple smart services into one platform.

Solution: We have implemented this solution using cutting-edge Scala and cloud technologies. We used Play Framework to implement our services reactively, Kubernetes with Istio were used to deploy, secure, and scale our services. We have selected Vue.js as a framework for our progressive web app and created a separate ML platform capable of maintaining multiple AI algorithms at the same time. The developed solution allows users to define smart rules that can touch different integrations and show the state of integrations via dashboards. ML models developed by us allow users to automate their daily routines without any effort. As a result, all the developed constituents of this solution formed an efficient B2B product that makes life easier and smarter by providing multiple smart homes and smart service integrations in one application.

image app screenshot

Image measuring app

Challenge: The client chose our eCommerce consulting service to develop an MVP version of a B2B marketplace and check the viability of the idea. The main requirement was creating a marketplace with limited access that customers could use with a special invitation.

Solution: Our developers created a marketplace for wholesalers encompassing all the necessary tools for a seamless shopping experience and convenient selling of spare car parts. They configured the access via invitation, implemented advanced product search embedded with various filters, and set up FedEx shipping integration and integration with several payment systems. The implemented marketplace allowed our client to validate the feasibility of the business idea and gain motivation for further development of a full-fledged product version.

Stack

Technologies we use
Programming languages
  • Python
Deep learning frameworks
  • TensorFlow
  • PyTorch
ML libraries
  • Pandas
  • NumPy
  • CuPy
  • SciPy
  • Scikit-learn
  • Statsmodels
  • Statsforecast
  • Prophet
  • Surprise
  • Imbalanced-learn
  • XGboost
  • Vowpal Wabbit
  • ONNX Runtime
  • MLxtend
Visualization tools
  • Matplotlib
  • Seaborn
  • Plotly
Computer vision tools
  • OpenCV
  • PIL
  • Scikit-image
  • Torchvision
  • Albumentations
  • Transformers
  • CVAT
NLP tools
  • Gensim
  • NLTK
  • Transformers
  • bitsandbytes
  • PEFT
  • Haystack
  • LangChain
  • FAISS
Testing tools
  • Unittest
  • Locust
Tracking, Serving, and Deployment tools
  • Flask
  • Gradio
  • FastChat
  • BentoML
  • TensorFlow Serving
  • TorchServe
  • MLflow
  • Docker
  • Helm
  • Kustomize
  • Kubernetes
  • Cortex
  • Wandb
Workflow orchestration tools
  • Airflow
  • Flyte
Cloud computing
  • Amazon Web Services
Cooperation with us

Engagement models we offer

We recommend carefully choosing a cooperation approach before beginning a partnership with a machine learning consulting company. If it is selected incorrectly, it may affect project flexibility, costs, and the quality of the outcome. At Aimprosoft, we offer several options and assist you in selecting the model that best suits your needs and available resources.
Dedicated team
Time & Materials
Fixed price
Hybrid approach

This cooperation approach assumes that our ML experts will operate on a specific project scope or the entire project delegated to them, which can be managed by you or our project manager. If you select this engagement model, you can gain complete control over the team, including the authority to choose, oversee, and modify the project's specifications and requirements as necessary. This strategy improves team member communication efficiency, gives you access to a broad pool of our professionals, and promotes transparency across the entire software development life cycle.

When to choose this cooperation model

  • Long-term and complex projects

  • Requirements changes may happen

  • Flexible team scaling is required

  • You need continuous product support

In the T&M approach, Aimprosoft machine learning consulting service provider will bill you based on the hourly rate of time spent on development activities and material costs. You get more authority and transparency over the project's scope, budget, and development process if you select this engagement model. Using the time and materials method, you can modify the project's requirements and assign a higher priority to specific tasks in order to meet your company's evolving demands. By using this approach, you can achieve a faster project setup, avoid making large upfront commitments, and only pay for the resources that you actually utilize.

When to choose this cooperation model

  • Lack of clear project specifications

  • Workload may potentially change

  • Medium to large projects

  • You need a fast development start

Our ML specialists will adhere to the predefined development plan and deliver the agreed-upon set of deliverables once the work is finished. Businesses that choose to collaborate according to this model, particularly if they are prepared to pay in advance, have considerable control over the project's budget and timeline. By paying just for agreed-upon results, independent of real resources and time used, this collaborative strategy also helps to lower the risks of going over budget.

When to choose this cooperation model

  • Project specifications are strictly defined

  • Requirements won’t change

  • Small-scale and short-term projects

  • There is a need to create an MVP first

Even while all of the cooperation models we mentioned above have significant benefits in the situations in which they are used, there are situations in which working with a machine learning consulting service provider in a hybrid manner is preferable, particularly when no other engagement model can adequately address your needs. This type of collaboration with an ML consulting & development vendor expedites market launch and presents opportunities to reduce development risks while attaining cost-effectiveness.

When to choose this cooperation model

  • Projects with an unstable scope of work

  • Feature set may possibly change

  • Lack of clearly defined requirements

  • Medium or large-scale projects

WHY US

Key reasons to choose Aimprosoft
as your ML services company

  1. A wide range of ML services

    Thanks to the extensive machine learning consulting and development expertise, we can provide various ML services to you, helping you achieve the business goals you have set. Our data scientists can handle a wide range of tasks, from the implementation of computer vision and NLP to the development of smart recommendation systems, fraud detection mechanisms, anomaly detection tools, and much more, ensuring you can stay ahead of the competition and automate operations.

  2. Reliability

    Our clients see us as a trustworthy vendor since we adhere to compliance criteria, meet timelines and budget limitations, and meet all requirements precisely. We also use a thorough and up-to-date security approach to enhance the reliability of your software. We gained the trust of our first-time clients with the aid of this cooperative strategy, and 80% of them decided to continue working with us on their other solutions.

  3. Proactive approach

    We help our clients save time and money by anticipating potential issues before they arise and providing quick fixes that optimize results. Our proactive approach ensures that our clients have access to the newest ML technologies, enabling us to stay ahead of emerging trends. You can be sure that if you choose us, you are partnering with a committed vendor who will make every effort to give exceptional support and service during our collaboration.

  4. Flexibility and prompt response to changes

    We offer you the benefit of flexibility on all levels of our collaboration. From fast integration of our ML specialists into existing processes to simple team scaling depending on changing workloads and requirements. We ensure fast response to project changes, identifying the relevant solutions and development approaches to deliver the best possible outcome to you.

Testimonials

Clients about Aimprosoft

Aciety client image
Krabu Group client image
Motive Retail client image
Home Like client image
Procc client image
ThinkNexT client image
Dalia Grakulskytė Head of Marketing, Aciety

The Aimprosoft team knows what the client asks. In terms of response time availability and meeting schedule, they are always on time, they are always responsive, available for meetings, work quickly, and of course, deliver high-quality products successfully.

Kirill Krabu CEO & Finance Manager, Krabu Group

We have over a year of cooperation, and it’s very successful. We continue to develop our relationships, and we are starting more and more projects. We are happy that one day that meeting led to such a perfect and great friendship between our companies.

Holly Vezina Head of Product, Motive Retail

I am so impressed by the work that everyone at APS (short for Aimprosoft) does. I've never worked with a better outsourcing partner. APS showed amazing qualities, caring about our customer experience and coming up with the right solutions while partnering with us.

Demchenko Yevhen Head of Engineering, The Home Like

We’d had some negative experiences with companies in the past misrepresenting the seniority of their team members. Aimprosoft, on the other hand, gave us a list of engineers based on price, with a description of their experience levels. Those levels have been exactly as depicted.

Jeffrey van Uunen Owner, ProCC

The ProCC project is a software product that simplifies business operations within greenhouse horticulture and increases employee productivity in an easy way that can be understood by every employee. The Aimprosoft team was exactly the ones who helped us integrate our ideas and put the project on a technological track. When we had to take on a challenge, they approached it with the innovative know-how and skillfully built the functions against the clock. Since the beginning of our collaboration, we have taken the product to a new level of quality thanks to the qualifications of the team and transparent, almost limitless communication. Thanks to the best technical services we have acquired, we have become one of the best solutions in the greenhouse market all over the world. The success of our customers and their results from optimized work processes, improved crop yields and increased profit are the best indicators that speak for themselves.

Thomas Van Durme Co-founder and Owner, ThinkNexT

We engaged Aimprosoft for the outsourced maintenance activities of some of our Java and Microsoft SQL applications, and our 12-month collaboration was marked by efficiency, responsiveness, and clear communication. Throughout the partnership, Aimprosoft demonstrated a high level of professionalism, and their technical team, led by Project Manager Mykola, was notably responsive to our needs. Mykolas commitment to effective internal communication played a pivotal role in ensuring that the collaboration ran smoothly. We appreciated the teams ability to grasp the intricacies of our application and address any concerns. The decision to conclude our contract with Aimprosoft was not a reflection of any shortcomings on their part. Instead, external factors played a role, as the applications stability was consistently met, resulting in fewer issues that required attention within the maintenance contract. This positive outcome underscores the effectiveness of Aimprosoft in delivering quality services and adapting to the evolving needs of our software. In summary, our experience with Aimprosoft was characterized by professionalism, responsiveness, and a proactive approach to maintenance. We would recommend Aimprosoft to other companies seeking reliable and capable partners for their software development and maintenance needs.

FAQ

Frequently Asked Questions

  1. How does Aimprosoft ensure data optimization for machine learning applications?

    When providing machine learning consulting and development services, we apply a comprehensive approach to ensure data optimization for ML-powered products, considering the importance of high-quality data for the success of ML projects. Some of the key strategies and practices that we can apply are data assessment and discovery, data cleaning and preprocessing, and feature engineering.

  2. How is the development and implementation phase executed for machine learning solutions?

    The phase involves researching, selecting, designing, and training ML algorithms, integrating the models into a solution architecture, developing the application, and deploying it into the target environment. Throughout this process, we conduct testing and ongoing monitoring to ensure the optimal performance and continuous improvement of the developed product.

  3. How can machine learning consulting services contribute to cost savings for my business?

    Machine learning consulting services and development services can significantly contribute to cost savings for businesses across various areas of operations. Firstly, you can automate time-consuming and repetitive tasks, which can lower the expenses for manual task completion. Secondly, by empowering your product with ML, you can identify operational inefficiencies and reduce resource allocation redundancies. Additionally, with predictive analytics, you can optimize equipment maintenance, minimizing unscheduled downtime, preventing expensive emergency repairs, and extending the life of equipment. Finally, you can optimize decision-making processes since ML-powered software can provide you with valuable insights that you can further apply to offer personalized recommendations, improve customer satisfaction, and increase sales.

Recommendations

Related services and expertise

IT outsourcing

In addition to ML services, you can delegate to us other core development-related activities. You can focus on business-related duties and leave the technical work to us. Learn more about the advantages of outsourcing.

Learn more

Offshore Software Development Company

Planning to hire ML specialists in a cost-efficient way? Find out how cooperation with Aimprosoft offshore IT vendor can benefit you.

Learn more

Data Science Consulting Services

Learn how the engagement of Aimprosoft data scientists can help you make better business decisions, offer personalized CX, mitigate risks and fraud, etc.

Learn more

Dedicated Development Team

Are you looking for ways to give the scope of work to an outside team so you may benefit from seamless workflow, transparent pricing, and flexible team scaling? See how to assemble a skilled team at Aimprosoft.

Learn more

Let our ML experts help with your project

Our specialists are here to help with your questions. Write us a message, and we will get back to you shortly.

Email contacts@aimprosoft.com
USA: +1(484) 289 23 32
United Kingdom: +44 20 8144 4696

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