Highly motivated data scientist with 8 years of expertise in next-generation sequencing (NGS), molecular biology, and Bioinformatics analysis.
I have 10 years of experience with data ingestion, cleaning, EDA, statistical analysis, feature engineering, predictive modeling, deployment, and generating strategic business insights. Key relevant achievements include:
- Expertise in applying state-of-the-art method ML algorithms (CNNs, transformers, scikit-learn, etc.) and Chemoinformics for in silico drug discovery, improving drug screening capabilities 1000-fold.
- Architected end-to-end QA systems for data ingestion and preprocessing, boosting data quality to 89% and revolutionizing cross-departmental workflows.
- Developed neural network model for customer features, resulting in an 18-fold reduction in missing values and 34% improvement in LTV model and forecasting accuracy.