machine learning development and consulting services

Machine learning consulting & development services

Embrace ML for a measurable business value with ITRex machine learning development and consulting services powered by our 13+ years of experience in the industry

Our 360-degree ML consulting and development services

As an established machine learning development company, ITRex has both a strong ML consulting expertise and engineering power to help your company break into the future with a winning ML solution.

ML Consulting ML Development ML Integration Having worked on dozens of ML projects, our ML consultants know how to guide you to an ML solution that will make the biggest difference for your business. From evaluating your data and identifying the best ML approach to maximize your ROI to scoping, PoC, and user-facing prototypes, we have you fully covered. As part of our full-stack machine learning development services, our data scientists handle all your data-related tasks, including labeling. We build and validate custom ML models, ensuring their easy operationalization, and wrap the ML algorithms into infrastructure, be it cloud, mobile, or edge, to deliver a fully functioning ML solution. Our seasoned ML engineers are here to help you with a seamless integration of neural networks and other ML algorithms to augment your business application, enterprise system, or workflow. Leverage our expertise in deploying ML capabilities to revolutionize experiences and enhance operations.

Our ML expertise in focus

Tap our unique knowledge in developing top AI solutions relying on machine learning and deep learning to create your own ML success story in automation, business forecasting, or product innovation.

Computer Vision

We create deep learning architectures for various CV tasks, from image classification to object detection, smart video analysis, and GANs to help clients get ahead of the curve with the latest CV breakthroughs. Learn more about our computer vision services.

Natural Language Processing (NLP)

As part of our machine learning development services, we enable machines to understand and interpret human language. Speech recognition, translation, sentiment analysis, automatic text classification, chatbotss, and more, our ML engineers deliver best-in-class NLP solutions.

Data Mining

Our machine learning company builds custom ML algorithms for data mining solutions that discover patterns, anomalies, and correlations in large datasets for valuable insights. Uncover new business opportunities and empower decision-making with our full-range data management services.

Predictive Algorithms

Leveraging machine learning and deep learning algorithms, we build both simple and complex predictive models empowering companies to forecast their business outcomes, from workforce planning to churn analysis, competition analysis, risks, and asset maintenance.

Intelligent Process Automation

ITRex machine learning development services include custom IPA solutions that bring the power of data, ML, and automation together. We make intelligent automation easy, no matter your process, adding a layer of deductive analytics and prediction to RPA systems.

Industry-specific ML solutions tailored to your business

A machine learning services company with a team of more than 300 cross-functional specialists, we stay on top of your industry challenges and know how to use emerging ML opportunities to your advantage.

Detect fraud, measure credit default risk accurately, assist users with chatbots, and improve asset management with custom machine learning development

Improve the quality of medical diagnosis, patient care, and disease treatment by leveraging our machine learning development and consulting services

Build your ML-powered system using ITRex expertise in ML development and consulting to optimize routes, boost fleet productivity, and address other transportation challenges

Deliver next-level personalization, offer tailored product recommendations, get customer insights, forecast sales, and manage churn rates better with our ML-driven solutions

Realize the promise of ML in education by implementing ML solutions that deliver personalized learning experiences tracking student progress and adjusting courses

Predict claim costs, reshape underwriting and improve pricing and risk management with the help of our ML consultants to stay profitable in the high-risk industry

Our ML development tech stack

Algorithms Languages ML Frameworks

Supervised Learning (classification, regression, etc.)

Semi-supervised Learning

Unsupervised Learning (clustering, etc.)

Deep Learning (neural networks, reinforcement learning, etc.)

Optimization

Probabilistic ML

Computer Vision (object detection, instance segmentation, etc)

Python

Scala

SQL

C++

Tensorflow

Scikit-learn

SciPy

PyTorch

Visualization DBMS Cloud Platforms

Power BI

Tableau

Qlik

Matplotlib

seaborn

ggplot2

Plotly

Bokeh

MS SQL

PostgreSQL

MySQL

MongoDB

CouchDB

Cassandra

Hadoop

Amazon Web Services

Google Cloud Platform

Microsoft Azure

Our approach to future-forward ML development

Discovery

Data Preparation

Modeling

Deployment & Optimization

Our ML consultants start with a deep analysis of your business, data, and systems while engaging with end-users in ideation sessions to nail down an ML solution that fits your problem best.

Next, we aggregate and transform your data. This process might involve data annotation or labeling or we might use novel ML strategies like one-shot learning.

We run experiments to develop a high-performing ML model, assessing it against a test dataset for accuracy. We iterate and tune the model until we get the best results.

Finally, we deploy the model in the business application context, checking performance against real-world data and, if needed, retraining the model before scaling implementation across the enterprise.