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Data Science & Big Data: Consulting and Development Services

We drive your business efficiency and performance with the power of data

Improve your sales by personalizing of the content

Design a recommendation engine

We can design a recommendation engine to increase the sales with ML algorithms and collaborative or content-based filtering. Our experts applying machine learning models such as FAISS, NMSLIB for similarity search. Your customers shall be happier with relevant product offers, personalized web-page content and promo offers.

Build an opportunity or threat scoring

We can build an opportunity or threat scoring for customers and products, so your sales team can design and optimize business strategy accordingly their efforts priority. Our experts perform cutting edge resampling algorithms (SMOTE & Tomek links, ADASYN) to handle imbalanced data, when outcomes of interest are very rare. Also, we use modern unsupervised learning algorithms such as HDBSCAN for automated clustering and segmentation.

Create a model

Besides, we can create a model to make your communication with customers stellar. Trained to detect attitude markers and recognize your customers’ mood, the model will signal your sales team if a particular customer experiences negative emotions. Also using Gradient Boosting techniques we can extract the most influent features for these changes.

What we do

Optimize your business by monitoring your customers’ mood

Our data scientists use machine learning models, advanced algorithms and other tools for handling imbalanced data, attitude marker detection, and customer mood recognition.

Tools and solutions:

  • Automated customer/product segmentation and scoring
  • Recommender systems and personalization
  • Behavioral pattern analysis and recognition
  • Improve Engagement with impacts analysis
  • Feedback and reviews sentiment scoring and text similarity detection
  • Smart survey result processing

Optimize your business by monitoring your customers’ mood

Our data scientists use machine learning models, advanced algorithms and other tools for handling imbalanced data, attitude marker detection, and customer mood recognition.

Tools and solutions:

  • Automated customer/product segmentation and scoring
  • Recommender systems and personalization
  • Behavioral pattern analysis and recognition
  • Improve Engagement with impacts analysis
  • Feedback and reviews sentiment scoring and text similarity detection
  • Smart survey result processing

Expert custom solutions with over 1000+ projects delivered

Assisting businesses across major industries address complex problems with technology solutions. We use industry-specific knowledge to custom-tailor solutions to meet each customer's unique needs.

Technologies

With our data engineers on board, you can create centralized, scalable fault-tolerant Data Lake, which will be integrated into your infrastructure. We'll clean the data and help to create ETL pipelines and streams that store your information in a Data Warehouse. Our data scientists and analysts are able to create AI-models for Your business needs. Results of modelling and forecasting our business intelligence experts will transform in well-structured visualization which will help your decision-makers to comprehend business-critical information..

Cloud Platforms

  • Amazon Web Services

  • Google Cloud Platform

  • Yandex Cloud

Libraries & Frameworks

  • TensorFlow, Keras

  • NLTK, Gensim, SpaCy, DeepPavlov

  • NMSLIB, HDBSCAN, FAISS

  • CatBoost, XGBoost, LightGBM

  • Scikit-Learn, SciPy, SimPy

Databases & DWH

  • BigQuery, Athena, Redshift, ClickHouse

  • MySQL, PostgreSQL, MSSQL

  • MongoDB, DocumentDB, BigTable

  • Redis, Memorystore, ElastiCache

Storages

  • Google Cloud Storage

  • AWS S3

  • Yandex Object Storage

  • Hadoop HDFS

API for models

  • Google AI Platform Models

  • Google Cloud Functions

  • Google Cloud Run

  • AWS Lambda

  • Yandex Cloud Functions

  • OpenFAAS (AIOHTTP, Flask)

Contact us for a free consultation on Data Science

Need a hand with your Data Science? Fill out the form below to receive a free consultation and find out how Andersen can help your business grow.

What happens next?

Our expert contacts you shortly after having analyzed your business requirements

When required by you, we sign an NDA to ensure the highest privacy level

Our pre-sales manager submits a comprehensive project proposal. It may include estimates, timelines, lists of CVs, etc., for a particular situation

The team assembled for your IT project can start delivering within ten business days