Data Science & Big Data: Consulting and Development Services
We drive your business efficiency and performance with the power of data
LONG-STANDING PRACTICE
We help businesses grow since 2008, optimizing key processes and asset management with big data
14
years in the industry
RICH EXPERIENCE
With a solid track record of 674+ finished projects, we can find a solution to the most complex case
600+
projects finished
HIGH SATISFACTION RATE
Andersen experts help make data-driven decisions and deliver customer-centric experience accordingly
99%
satisfied clients
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.
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
ARIMA and a recursive neural network for predicting future trends on a time series data and custom metrics of your business
Our data scientists can apply ARIMA model, Prophet forecasting tool and Recurrent or LSTM Neural Networks to predict future metric values based on previous observations. Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics of the data. Our data analysts also can build insightful custom metrics for your business.
Deeper data insights and automated financial analysis
Predictive analytics and time-series forecasting
Smart trends and anomaly detection
ROI, LTV, retention and churn analytical modelling
Creation of goal-oriented impactful customized metrics
A/B testing
Data Scientist and autoML for full automation of specific business processes
Our data scientists can build and fine-tune deep neural networks or apply ML algorithms to automate human related repetitive tasks in your company. We use cloud solutions such as Google AI, AWS ML & DL Services and Yandex AI API to decrease staff costs.
Intelligent automation
Voice assistants, chat bots and conversational interfaces
Automated recruitment
Smart portfolio management
Real-time decision making in trading, insurance and healthcare
Data-driven dynamic pricing, cost optimization and supply planning
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
ARIMA and a recursive neural network for predicting future trends on a time series data and custom metrics of your business
Our data scientists can apply ARIMA model, Prophet forecasting tool and Recurrent or LSTM Neural Networks to predict future metric values based on previous observations. Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics of the data. Our data analysts also can build insightful custom metrics for your business.
Tools and solutions:
Deeper data insights and automated financial analysis
Predictive analytics and time-series forecasting
Smart trends and anomaly detection
ROI, LTV, retention and churn analytical modelling
Creation of goal-oriented impactful customized metrics
A/B testing
Data Scientist and autoML for full automation of specific business processes
Our data scientists can build and fine-tune deep neural networks or apply ML algorithms to automate human related repetitive tasks in your company. We use cloud solutions such as Google AI, AWS ML & DL Services and Yandex AI API to decrease staff costs.
Tools and solutions:
Intelligent automation
Voice assistants, chat bots and conversational interfaces
Automated recruitment
Smart portfolio management
Real-time decision making in trading, insurance and healthcare
Data-driven dynamic pricing, cost optimization and supply planning
Start Seeing Value from Your Data
Start getting the most out of your data as soon as possible with Andersen. Fill in the form below to schedule your free consultation, request a quote, or set up a dedicated development team with us.
Comprehensive expertise after 818 projects delivered
Assisting business across major industries we provide exceptional development services for enterprises, SMEs and startups. We use industry-specific knowledge to custom-tailor solutions to meet each customer's unique needs.
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)
Customer reviews
SMB, enterprise, and startup clients return to us because they’re happy with our work. Here’s what they say about Andersen.
Bob Gifford
Engineering & Product Manager
USA
Review
Andersen provided us with experts who were professional in taking business goals in mind, creative in giving multiple design options, sensitive to cost considerations, and with close attention to detail. We were glad to work with Andersen’s team and would recommend this company as a trusted and highly responsible outsourcing vendor.
I didn’t believe that domestic outsourcing vendor can create a qualitative bug-free software product, but the work performed by Andersen’s developers and their dedication made me change my mind. The solution delivered by Andersen works smoothly and without errors, and this allowed me and my employees relax and rely entirely on this software.
We heard about Andersen from our partners and decided to give them a try, as the rates they suggest are really favorable. In a couple of weeks working together, it became clear that the quality of their work is no less favorable: all three modules are bug-free and run like clockwork, the specialists are full of ideas how to turn a good thing into the best thing, the whole development process is transparent. Hence I do recommend considering Andersen as your next software vendor.
Project summary
Discount calculator and hotel selection system.
Domain
Travel
Team Size
5
Duration
17 months
Budget
over 200k USD
Technologies
React.JS
JavaScript
CSS
HTML
Golang
Vue.JS
MongoDB
Establishing this partnership, we planned give Andersen a try and give them the development of one subproject to see their performance. The work was done well enough, so we gave these guys another one task. And thus, step by step, Andersen’s engineers won our confidence with their clean code, business-friendly ideas, and full transparency. Our cooperation extended to the work on four subprojects, and we are ready to entrust them with a task of any complexity.
Andersen has done an outstanding job to complete the project on time. The multitude of issues that a project of this nature throw at them has been handled professionally and efficiently. We definitely enjoy cooperation with this company and will continue to work with it in the future.
Project summary
Bill of materials analyzing system and a platform for searching and managing standards.