VESOLV
Al, ML, NLP algorithm improvement
Al, ML, NLP software engineering and development
pay only for results
Our team
- We focussed on Machine Learning (ML) and Natural Language Processing (NLP) algorithms/modules for IT solutions
- 20+ years of experience in software engineering
- 20+ software engineers with strong skills in AI/ML and mathematics
- 80% of our team from MIPT
- 2 own SaaS AI/ML end-user software on local market
Our expertise
- Algorithms improvement, data science and data mining, mathematical analysis and simulation (statistics, mathematical analysis, clustering, regression, anomaly detection, machine learning);
- Neural networks, deep learning (Tensorflow, Scikit-Learn, PyTorch, Caffe, Matlab, MatrixNet)
- Semantic networks, graphs and ontologies (Neo4j, GraphDB, Apache Jena, Stanford Protege, OWL, RDF);
- Text libraries - NLP (Nltk, gensim, spaCy, GATE);
- Video and computer vision libraries (OpenCV, PCL, Yolov3, object detection, face recognition, albumentations);
- Custom data processing libraries and general mathematical apparatus (pandas, numpy, scipy, mathematica, matlab, statsmodel, fbprophet, arch).
Technology stack
Programming languages
Python
Java, C#
C / C++
Databases
Oracle, MS SQL, MySQL, PostgreSQL
Cassandra, GraphDB, Neo4j
Distributed computing
Apache Hadoop
Apache Zookeeper
Apache Ignite
UIMA DUCC
Apache Spark
Tools and Libraries
Tensorflow, PyTorch, Sklearn, Theano, Gensim
YOLOv3
NetworkX
Graphviz
PCA/SVD
Frameworks
Apache Jena
Apache Kafka
Apache Camel, ActiveMQ, ServiceMix
Apache Solr, Apache Lucene, Sphinx
Google OAuth, AI&ML, Voice recognition, Image recognition
Yandex OAuth, Voice recognition
Development & Support
Jira, Jenkins, Github
MS Team Foundation
Agile/Scrum
AL/ML/NLP modules for Software
Industries: E-commerce, Retail, Telco, Public services, Audit, Insurance, Banking
Our strong experience and expertise in business processes allow us to instantly observe your problem in order to search for possible solution.
AL/ML/NLP modules for IT solutions
- Scoring system
- Voice of Customer - collect information about all communications between a company and its clients from various communication channels (text + voice). Perform classification, extract entities, build analytics.
- Project analysis
- Predictive analytics - apply mathematical analysis and statistics to predict structure and volume of demand
- Recommendation system
- Voice of Employee - collect information from employees of a company about improvements of a processes
- Risk management
- Performance & optimization - code and execution analysis including analysis of hardware limitations, code refactoring
- Streaming and real-time data processing - build Real-Time OLAP with “delta” of several seconds
- Text analytics - NLP, text processing, entity extraction, classification, aggregation
Top performance
Exclusive rights to developed algorithms / software
Finished software that meets your expectations and serves your business goals
Save time and money on solving highly specialized tasks in AI, ML, NLP
Complete user documentation package
If a product needs to be released quickly, we will develop a minimal basic version of the product (MVP) and finalize it after you get first feedback from users and investors.
Two payment models:
Each of our payment models is an opportunity for you to minimize any risks.
How to work with us? Extremely simple!
We practice both: old-school and up-to-date development management tools...