Modernize Your Business With AI

AI, ML, NLP ALGORITHM IMPROVEMENT

AI SOFTWARE ENGINEERING AND DEVELOPMENT

OUR STORY

VESOLV is a software AI/ML solutions development lab, which was established in 2015 by two friends, MIPT alumni. The founders have 15 years of experience in IT software development for real business.

Now our team includes 20 people, and we are passionate about creating complex software solutions that provide a unique competitive advantage to our customers.

…AI Lab

From startups to large enterprises…

…AI, big data analytics and computer vision.

Core industries

AL/ML/NLP
modules for IT solutions

Scoring system

Project analysis

Recommendation system

Risk management

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.

Predictive analytics

apply mathematical analysis and statistics to predict structure and volume of demand

Voice of Employee

collect information from employees of a company about improvements of a processes

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

CASES

TECHNOLOGY STACK

AI/ML

* 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, Theano, scikit-learn, Keras, PyTorch, Caffe, MATLAB, MatrixNet, H20)
* Semantic networks, graphs and ontologies (Neo4j, GraphDB, Apache Jena, Stanford Protégé, OWL, RDF, Networkx)
* Selected implementations of gradient boosting (CatBoost, XGBoost, lightGBM)
* Text libraries - NLP (NLTK, Gensim, spaCy, GATE)
* Video and computer vision libraries (OpenCV, PCL, YOLOv3, object detection, face recognition, albumentations)
* Geographical location analysis (Osmapi, GeoPy)
* Custom data processing libraries and general mathematical apparatus (pandas, NumPy, SciPy, Mathematica, MATLAB, statsmodel, fbprophet, arch)

Mobile development

* Android
LANGUAGES: Kotlin, Java, JavaScript
FRAMEWORKS: Koin, Kodein, RxJava2, Kotlin Coroutines, ConstraintLayout, OkHttp, Ktor, Retrofit, React Native, Exoplayer, Navigation, Lifecycle, Firebase
DATA STORAGE: SQLite, Realm
* IOS
LANGUAGES: Swift, Objective-C, JavaScript
FRAMEWORKS: RxSwift, SwiftLint, OpenGL, Firebase, CoreML, Core Data, WatchKit
DATA STORAGE: Realm

Frontend

LANGUAGES: JavaScript
FRAMEWORKS: Vue.js, React, Angular, VueX, Redux, Bootstrap, RxJS, Apollo, Electron, Cypress, Socket.IO, Web Assembly
MARKUP: HTML5
STYLES: CSS

DevOpps

TECHNOLOGY: Docker, Kubernetes, Linux Containers, AWS, Jenkins, Grafana, Prometheus, Loki, Terraform Jira, Jenkins, Github, MS Team Foundation, Agile/Scrum

Backend

LANGUAGES: Go, C/C++, Python, Java
FRAMEWORKS: Spring, Echo, Flask, Spark, Gval, Gorilla, Asyncio, Aiohttp, Socket.IO, Apache Jena, Apache Kafka, Apache Camel, ActiveMQ, ServiceMix, Apache Solr, Apache Lucene, Sphinx, Google OAuth, Yandex OAuth
DATABASES: Redis, MySQL, PostgreSQL, ClickHouse, Oracle, MS SQL, PostgreSQL, Cassandra, GraphDB, Neo4j
* Distributed computing: Apache Hadoop, Apache Zookeeper, Apache Ignite, UIMA DUCC
MESSAGE BUSES, QUEUES: Kafka, NATS

Implementing and improving Odoo ERP (Open ERP)

* Development of new and modification of existing Odoo modules
- more than 3 years experience
- work with all versions, starting from 10
- experience of core modules deployment and modification
* Odoo technical support and maintenance
- deployment of various configurations
- industry-specific and general purpose modules
- third-party applications

HOW WE WORK

AI projects can bear losses, including reputational ones, as 85% of them are unsuccessful. Therefore, our goal is to minimize risk in projects, so we are open to being paid only for results achieved

Our Partners