Here is a list of my data science projects (from earliest till latest):
Marathon. Automated trader for soccer and hockey events.
Marathon. Automated trader for financial events.
Marathon. Automated trader for black box events.
Forecast of probabilities via prediction markets.
OLMA. Automated arbitrage algorithm for 2 assets.
OLMA. Automated arbitrage algorithm for multiple assets.
OLMA. Portfolio selection from multiple assets.
Chebyshev laboratory. Prediction of bankruptcy of contragents.
Syncretis. Fraud detection.
Syncretis, Swiss Re. Industry classification.
Syncretis, Swiss Re. Entity recognition for companies.
Syncretis, Swiss Re. Combination of multiple data sources of loss events.
Syncretis, Swiss Re. Parsing wikipedia for information on loss events.
Syncretis, Swiss Re. Standardization of information on company contracts.
Syncretis. Damage estimation by satellite images.
Syncretis. Prediction of gold reserves by geological maps.
Syncretis. Detection of oil by satellite images.
Syncretis. OCR for insurance documents.
Tinkoff. Look alike and uplift models for optimization of communication with clients.
Tinkoff. Influence of choice of credit agency of client churn.
Tinkoff. Influence of subscription type and marketing campaign on different debit products.
USETECH. OCR for Arabic texts.
USETECH. Smart CV (AI-based search of CV from database).
USETECH. 3d-modelling of wires for powerstations.
USETECH. Optimization of work with Earth core for geologists.
Here is a list of my math projects (from earliest till latest):
Syncretis, Swiss Re. Pricing with various Monte Carlo methods.
Syncretis. Development of universal actuarial library.
Syncretis, Swiss Re. Development of various client packages of LRD model.
Syncretis, Swiss Re. Development of various clients of the reserving library.
Syncretis. Mathematical modelling of various disasters (wildfires, floods, oil spills, explosions, frosts, hurricanes, etc.)
Tinkoff. Choice of interest rate for interconnected debit products.