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MACHINE LEARNING & ARTIFICIAL INTELLIGENCE DEVELOPMENT SERVICES

Believe it or not, but every 5th task performed in IT systems can be automated or performed more efficiently using Artificial Intelligence, Machine Learning, or Data Science. And there are tasks, like leveraging unstructured data, that are only feasible with these technologies. Our clients all over the world already use Data Analytics and Artificial Intelligence to make their products more competitive with functions like recognizing video and images, sales and costs predictions, and more.

Computer Vision, Natural Language Processing, Reinforcement Learning, Robotics

Already using Data Science, ML & AI?

ETC Developer can provide Machine Learning consulting, namely analyze your existing approach and algorithms, make improvement recommendations, and implement them in your Artificial Intelligence solution.

New to Data Science, ML & AI?

ETC Developer Artificial Intelligence and Machine Learning developers can analyze your business, offer beneficial Machine Learning solutions and Artificial Intelligence software, and perform actual ML/AI software development.

Data Science, Artificial Intelligence and Machine Learning Solutions to Boost Your Business

Price, trading exchange, and sales forecasting for better planning


Auto-detection of specific actions to detect fraudulent activity


Advertising targeting based on user behavior to show your ad only to your target audience

Chatbots to save on simple user support actions



Determining user attitude based on their online statements or actions to understand what users really think

Prediction of possible failures for equipment using data from the sensors to prevent and avoid downtime

Credit scoring and customer segmentation for risk optimization


Recognition, identification and counting of objects (people, vehicles, etc.) for smart surveillance

Development of self-learning intelligent agents for different fields


According To Reports From GE and Accenture*:

  • 2/3 of companies saw a greater than 500% increase in speed of performance for at least one machine-reengineered process.
  • 75% executives think machine-learning enabled processes can solve previously unresolved business problems.
  • Up to 85% of business and IT executives anticipate making extensive investments in AI-related technologies over the next three years.
  • 89% of enterprises believe that companies that do not adopt a Big Data analytics strategy in the next year risk falling back and losing their market share.
  • Increasing profitability (60%), gaining a competitive advantage (57%), and improving environmental safety and emissions compliance (55%) are the three highest industry priorities in implementing Big Data and Machine Learning initiatives.

Outsourcing Team Options

Hire software developers

  • From 1 full-time developer to several experienced IT specialists to extend your team
  • Expertise in diverse business domains
  • We take care of keeping our people motivated and well performing

Software development team

  • Balanced dedicated software engineering team of 5-10 experts
  • Full integration into the development organization
  • Established development processes and state-of-the-art engineering practices

Software development center

  • 20+ experts organized into cross-functional teams dedicated to your projects
  • Fast ramp-up and efficient knowledge sharing to support you in various development initiatives
  • Proven & tested development process and practices tailored to large-scale assignments

which option would be the perfect match for your challenges?

Let's Discuss your project

Our Expertise

Software Development

  • Web Development
  • Mobile (Cross-platform, Native - Android, iOS)
  • Back-end Development
  • Embedded Development

Design Services

  • UI/UX Design & Consulting
  • Prototyping
  • Corporate Identity & Graphics
  • Motion Graphics

Software Quality

  • Dedicated Software Testing Center
  • Automated Software Testing
  • Testing Process Audit

Managed Services

  • App Management
  • Support & Maintenance
  • DevOps
  • Software Modernization

What We Do

Exploratory Analysis

Exploratory Analysis

Analyzing your data for explicit and hidden dependencies that might help in achieving your goal

Integration

Integration

Automating data integration using Machine Learning techniques

Continuous Evaluation

Continuous Evaluation

Assessing efficiency of the models to update and adjust when necessary

Validation

Validation

Tuning the parameters of your models to improve their accuracy

Predictive Maintenance

Predictive Maintenance

Improving systems availability by predicting failure and carrying out preventive operations

Formal Modelling

Formal Modelling

Using formal methods to enhance processes and procedures for development of business information software

Decision Making Support

Decision Making Support

Getting all the information about decision options and consequences of each possible decision

Interpretation

Interpretation

Explaining the modelled predictions and their parameters

We Have Solid Experience With:

Data Analytics and Mining – Research and Modelling – Results Verification on Production Data 

Algorithms and Models

  • Regression models
  • Decision trees and random forests
  • Deep Learning and Artificial Neural Networks: CNN, RNN, GAN, VAE
  • Support vector machines
  • Hidden Markov models
  • Bayesian methods
  • and more…

Problem Fields

  • Classification and regression
  • Clustering
  • Recommender Systems
  • Time series forecasting
  • Computer vision
  • Digital Signal Processing
  • Natural Language Processing
  • Reinforcement Learning
  • and more…

LANGUAGES

Technology Expertise Overview

Time-series analysis and prediction

Libraries:

  • Pandas
  • Statsmodels
  • Scikit-learn
  • Dynsim
  • Forecast
  • XGBoost
  • Prophet

Areas of Experience:

  • Regression and forecasting
  • Anomaly detection

Natural Language Processing

Libraries:

  • TNLTK
  • Spacy
  • Textacy
  • Gensim
  • CoreNLP
  • Keras

Areas of Experience:

  • Topic modeling
  • Language modeling
  • Document classification
  • Natural language understanding
  • Question answering
  • Entity recognition
  • Role labeling

Data Sources:

  • Dictionaries
  • WordNet
  • DBPedia
  • Wiktionary
  • Common Crawl, etc

Computer Vision & Deep Machine Learning

Libraries:

  • TensorFlow
  • Keras
  • PyTorch
  • Torch
  • Caffe
  • OpenCV

Libraries:

  • Object recognition and detection
  • Objects counting
  • Facial recognition
  • Regression and classification tasks

Models:

  • ResNet
  • Faster R-CNN
  • RetinaNet
  • YoLo

Big Data

Platforms we work with:

  • Hadoop
  • Apache Mahout
  • Apache Spark

Our Domain Expertise

eCommerce & Retail
Marketing & Advertising
Aviation
Transportation
Gambling

Dr.Hassan Jabur

Start Growing Your Business With Us

ETC Developer — Software Product Development Services.

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