Daria Isakova Email & Phone Number

Vienna, Austria

Vienna, Austria

- Carbon Emission Outlier Detection:Developed an outlier detection system for vessel carbon emissions using ML algorithms, quantile approaches, and modified z-values to enhance environmental compliance.- Automated OCR System for Document Processing:Built and optimized a data pipeline using Luigi for an OCR system aimed at extracting specific information from various document formats.Implemented and tuned AI/ML models (PyTesseract, Azure AI Document Intelligence, Label Studio) for efficient information extraction, including model performance evaluation and optimization.Object detection model training with YOLO.Feature extractions with NLTK.Document classifications based on OCR output (supervised learning): Naive Bayes, SVM, random forest.Unit tests.

Vienna, Austria

Department: Asset ManagementResponsibilities: working with the investment team on assessing prospectiveinvestments, market research (screening projects by reading protocolspecifications and evaluating the technical teams), reasoning through theemerging trends in the space and identifying non-obvious opportunities fordeployment of capital, conduct basic research on risk management, portfolioconstruction and portfolio optimization, conduct monthly performanceanalysis and reporting

Projects:"Using automation to take advantage of insider status of investor" (implemented multiple-input deep neural network and logistic DNN),"Volatility Risk Premium Trading via Realized Volatility Forecasting" (implemented GARCH models)

Department: Protection of Financial Services Consumers and Minority ShareholdersResponsibilities: insurance and microfinance regulation and supervision,claims adjustment, analysis of financial legislation, financial risk reporting,participating in financial literacy events, administrative proceedings

Master Of Science - Ms, Banking And Finance

Bachelor'S Degree, Risk Management And Insurance