Helping organizations build and deploy their machine learning, data science and AI solutions
Trusted by individual clients, companies and hedge funds
A selection of developed AI, Natural Language Processing, Machine Learning and other products
BittsAnalytics - Big Data and AI Platform for stocks, futures and digital assets
Our Past Projects
Car Damage Detection (CV)
Car damage detection and assesment using image segmentationLearn More
Content Generation with AI
Training of GPT-2 on custom domain texts and deployment for internet marketing domain.Learn More
Sentiment Analysis (NLP)
Sentiment Classification of Structured/Unstructured Data, Aspect Based Sentiment Analysis.Learn More
Development of specialized dependency parsers for Aspect Based Sentiment Analysis project.Learn More
ML classification of user accounts on social media
Development of machine learning classification of user accounts on social media, for influencer analytics platform.Learn More
Big data platform using hybrid of content based recommendation and collaborative filtering.Learn More
We provide in-depth explainable AI and machine learning results for all our projects.Learn More
Enterprise solutions for risk management, asset management and financial advisory (robo advisor).Learn More
How we work
We offer end-to-end AI, machine learning, data science consulting and software solutions. We take care of your entire project from the initial project research to the final deployment to production.
Understand business goals
In the first phase of project, our goal is to understand the business goals of the project and to gain insights by applying data science on available data.
Based on results from first phase, we work with your team to prepare and define objectives of the project and detailed roadmap.
We gather the relevant data for training of the machine learning models. Implementation of the solution with API endpoints or as part of standalone solution.
Monitoring performance of the machine learning model in operations. Further development and improvements if required.
Explainable Artifical Intelligence and Machine Learning
Ogranizations implementing AI and Machine Learning solutions are increasingly confronted with demands for explainability of their models results. This is driven both by regulations, e.g. Right to Explanation in GDPR as well as interest of other stakeholders - decision makers, employees involved using ML models, customers and others. We use advanced machine learning interpretability frameworks, including LIME-based and SHAP, to provide AI explainability to each each of our models that we develop for our clients.
Robo Advisor Solution
Alpha Wealth Robo Advisor is a platform for automated advisor and investment management, offering portfolio optimisation based on maximum drawdown, active management products such as dynamic asset allocation, financial planning and use of specialised digital assistants.
For an overview of Robo Advisor features please read presentation at Robo Advisor Presentation or see a video of app in use: Robo Advisor video
BittsAnalytics is an advanced Big Data and AI platform for analysis of stocks,
futures and digital assets.
It is used by many individual clients and global hedge funds.
Its features include sentiment analysis of social media posts and news about securities,
risk management, historical simulations, portfolio tracking and others.
UnicornSEO Hub - data science tools for improving your rankings through better insights on keywords, competitors and your niche.
Advanced tools for niche research, top keyword determination and competitor analysis.
AI and machine learning tools for sentiment analysis of text, semantic similarity analysis based on sentence embeddings and AI Content Generation with GPT-2.
What makes UnicornSEO Hub a bit special?
We do things a little differently.
We believe in power of data - so we built a platform that provides you with just that.
More data and more niches than you can probably research.
Tools are built for precision - to get new up-and-coming niches, profitable keywords or new content ideas in just a step or two.
Tools do complex analysis, you just get the exciting results.
But we know that some of you may skip the step with platform and just want to get all those important results in nice reports to read.
So we launched a niche reports service, to regularly provide you with research reports on most exciting and interesting niches.
If you get very interested in a niche that is not yet included in existing reports, we will do research and write the report just for that niche.
And if you want to build website for a new promising niche but do not have time to do it?
No problem, we also provide a service of building custom niche sites, with all the best insights obtained from platform.
Alpha Quantum Quantamental is an innovative solution for financial analysis, valuation and ranking of companies
and a backtesting platform for quantitative strategies.
Solution allows clients to conduct financial analysis of companies, including generating sophisticated automated reports and provides versatile discounted cashflow valuation tools.
Quantitative strategies can be based on multifactor models, pricing models, rankings, DCF valuations, news analytics models or their combinations.
Alpha Quantum Risk Management is an innovative solution for risk management in financial institutions.
Solution allows clients to conduct risk analysis through different Value at Risk methods, construction of stress test scenarios, support for derivative positions, pre-trade risk management and risk attribution.
The features also include limits monitoring, performance measurement, regulatory compliance and powerful reporting capabilities for credit risk, market risk and portfolio analysis.
Alpha Quantum Portfolio Optimiser is an innovative solution for portfolio optimisation in financial institutions.
Solution includes mean variance and mean cvar portfolio optimisation, powerful multiperiod portfolio optimization framework for backtesting and research of strategies, use of deep learning neural nets in backtesting of strategies, cleaned correlation matrix.
It includes portfolio optimization on cointegrated prices and alpha returns, powerful reporting and document generation capabilities.
Sentiment Classification and NLP Analysis platform
Platforms classify sentiment of millions of social media posts and other texts per day, using machine learning.
They can be adapted to various needs. In financial institutions they can be applied to determine topics and sentiment of customer interactions, analysing chats and emails.
Get your customer feedback in real-time.
Machine learning models: Decision Trees, Random Forests, Support Vector Machines (SVM), XGBoost, Lightgbm, Logistic regression,
Gradient boosting, (Ridge, Lasso) regression, Convolutional Neural Networks (CNN), LSTMs, K Means Clustering, KNN, SVD++, PCA, Tsne and others.
Frameworks: Scikit-learn, Tensorflow, Pytorch, Keras, Caffe, Surprise, Turi Create, Pandas.