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مهارتها
تجربه
Data Scientist
Window Nation
2025-03 -
Developed machine learning models in Python and SQL to forecast sales demand, boosting forecast accuracy by 24% and supporting strategic planning. Built Bayesian Media Mix Models and attribution frameworks, improving channel attribution accuracy by 30% and optimizing advertising spend. Designed scalable ELT pipelines with dbt, Airflow and Snowflake, cutting data processing time by 41% and enhancing reliability for analytics and reporting. Performed causal inference, cohort analysis and A/B testing to evaluate pricing initiatives, increasing campaign effectiveness by 18%. Created executive dashboards in Power BI and Tableau, reducing reporting turnaround by 47% and enhancing visibility for senior leadership.
Data Scientist, AI & Business Intelligence
Bright Mind Enrichment
2024-08 - 2025-03
Implemented semantic search solutions using transformer embeddings and vector databases, raising document retrieval accuracy by 35% and accelerating knowledge access. Built monitoring pipelines for model prediction quality, feature drift and performance, decreasing production model failures by 28% through automated evaluation. Designed predictive analytics and anomaly detection models with Python and Scikit-learn, improving risk identification accuracy by 20% for compliance monitoring. Conducted statistical validation, A/B testing and feature engineering to enhance NLP and forecasting models, delivering measurable performance gains.
زبانها
English
fluent
آخرین بهروزرسانی: 3 هفته پیش