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Our Expertise

We have expert teams with experience in a wide-range of industries covering all business functions in an organization

Artificial intelligence

NLP

Natural Language Processing enables the automated resolution of text and speech-based problems. These range from simple tasks like predicting a missing word in a closed text to complex challenges like summarising texts or extracting specific information.
 
Examples of typical needs are the automatic extraction of key information from long texts - such as contracts - or the automatic visualisation of textual information.
 
Our services range from implementing proofs of concept to developing productive systems. We research intensively the possibilities offered by using neural networks to process texts in order to handle linguistically complex customer data records more efficiently.
 
NLP solutions are multi-disciplinary implementations – a cross section of language science, text mining, machine learning, and sometimes deep learning.
 
We mix the science of extracting meaning and learning from text data along with off-the-shelf libraries to make sure we deliver the most effective NLP solution possible. The difference between an ordinary service integrated model and a well-thought-through model is not about single digit accuracy. Rather, our in-house experts do it better by leveraging the science behind it to continuously improve on it.

Machine learning & pattern recognition

We align with your business foundations and understand your way of making decisions. It is a complex mix of data structures, model training, model integration and architecture, to deliver end-to-end machine learning solutions that produce defined business outcomes and ROI.

Computer vision & image processing

We offer innovative solutions in the fields of computer vision and machine learning.

Our work includes integrating our own solutions for client use or helping partners build their own.

Big data and analytics

Big data and analytics

Enable blazing fast analytics with endless scalability powered by cutting-edge architecture.

Expertise with designing and developing custom DWH/BI systems. 

Custom Big Data Analytics and BI product solutions allow to store, process and visualize large amounts of data in a matter of seconds.

 

Our deep experience with BI & BA solutions for large-scale enterprises and startups empowers us to design flawless database architecture for your business:

 

  • Business Requirements Assessment – mapping your requirements and designing strategy for BDnA solutions adoption;

  • Architecture Consulting – designing DB architecture, provisioning all types of queries or reports required;

  • DB architecture for predictive analytics, powered by a state-of-the-art tech stack (NoSQL systems, such as Apache Cassandra and MongoDB, Apache Hadoop / Spark);

  • Integration of Big Data analytical platforms with your on-premise relational databases (SQL, Oracle, MS SQL, PostgreSQL);

  • Training customer’s team – building up skills, data science knowledge and experience required for BI solutions management;

  • Maintenance and Support

Languages / Frameworks / Libraries

Python
Django
Flask
Javascript / ES6
HTML5
CSS3
React
React native
AngularJS
NodeJS
Express
PHP
Pandas
NumPy
Keras
PyTorch
TensorFlow
SparlML

Cloud

AWS
GCP
Azure

Databases

PostgreSQL
mySQL
MS SQL
Oracle
SQLite
Elasticsearch

Unit tests and CI/CD

Jest
Jasmine
Pytest
Jenkins
Puppets
Ansible

SCM

Github
Gitlab
Bitbucket

© 2020 INDEEP AI

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