Home
Services
Projects
Products
Vacancies
Blog
Contacts
|
EN
RU
Home
Services
Projects
Products
Vacancies
Blog
Contacts
EN
RU
Projects
Computer vision
Scoring and analytics
NLP
Social projects
Computer vision
Detector, segmentator and set of rules for determining damage
A model for searching for structural damage on an extemely small volume of images
Deep learning detector, segmentator and classificator for determining bisycles parts
Bisycles parts detection, segmentation and classification
Images annotation for CV project
Bounding boxes annotation, segmentation annotation, and classification annotation
used open data with segmentation annotation from drone
build segmentation model to find different classes: people, bicycles, roofs (22 classes)
Segmentation of objects for drone photos
Content video and photo AI system
deep learning classifier for videos
face search service with elastic search
tagging for images ilmplementation of web service for site
Scoring and analytics
Insurance scoring system
developed a customer deсision system with machine learning models
transferred modeling to modern open source libraries from commercial software
models were implemented into production
we have solved several optimization task for retail industry (find minimum cart with constraints for suppliers and buyers)
it allows to reduсe cost of buying for small companies
Optimization for retail industry
Graph analytics for insurance company
graph in python networks
fraudulent customers were found in graph
results transferred to neo4j
neo4j was developed to production mode
graphSage was part of the progect
build models deaths prediction (XGBoost, LGBM, optuna, XGBSE, pycox)
helps to make life longer
Optimization for retail industry
Time series prediction for commodities
build models for metal prices (pytorch forecasting, prophet, XGBoost, LSTM, greykite)
make buy and sell recommendations for management
extracting data from different sources (articles, prices, content)
automation of scraping and parsing process (airflow, cron)
ETL process development and data strage
Web scraping
Time series prediction for commodities
build models for metal prices (pytorch forecasting, prophet, XGBoost, LSTM, greykite)
make buy and sell recommendations for management
NLP
Article generator for SEO optimization
build algorithm to generate articles from different domains
build web service with API
NLP models
different transformer models (GPT, GPT2, CTRL, BERT, XL, models)
we have built url artticles parser
did different tasks for articles text (topic modeling, named entity recording, sentiment analysis, spam classifier, mistakes, summarization)
build meta model for text classification
NLP web articles classification problems
Different NLP tasks for Oil and Gas company
build big inner email communication graph
did different tasks for email texts (topic modeling, named entity recognition, sentiment analysis)
extract non formal groups in company based on topics and entities
Our servers available for free on projects
IBM x3960
1TB RAM
120 CPU cores
3 GPU 1080ti
Social projects
Education Course Mail.ru - Geekbrains
developed and launched the educational course “Machine Learning in Business”
trained over 150 studens
More than 50 researh videos (data siens, frontend, backend, product management and design)
Data science and development youtube channel
Home
Services
Projects
Products
Vacancies
Blog
Contacts
© 2022 MindSet.