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, NLP, machine learning and other products
BittsAnalytics - Big Data and AI Platform for stocks, futures and digital assets
Areas of expertise
Machine Learning, NLP and AI
Developed platforms for sentiment classification and NLP analysis (topic modelling) of millions of social media posts and news each day for various
financial platforms, including BittsAnalytics.
Developed numerous deep learning and machine learning models in areas of trading, image segmentation, object detection, real-time bidding models, recommender systems (content based recommendation and collaborative filtering), anomaly detection, time series modelling, neural machine translation (NMT) and others.
Machine learning models and other stack: 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.
Latest data science project developed - UnicornSEO platform. It is an innovative data science platform for digital marketing, allowing its users to
optimize their marketing on search engines and perform competitive analysis within their sector.
It also includes semantic similarity tools based on sentence embeddings and other advanced methodologies.
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 classification 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.