Senior Data Science & Algorithms Engineer
ShipHero
Oct 2019 - Nov 2023 (4 years 2 months)
• Data Science / Analytics: Models for sales forecast, inter-sku relations, warehouse events & labor impact of operations (sklearn, networkx, memgraph) • Algorithms / Operations Research: Optimal inventory balancing and allocation, picking path routing, other warehouse optimizations • Data engineering: Pipelines for predictions, metrics and complex analyses (Athena, Redshift, dbt, airflow, pyspark, Python, sklearn) • Analytics: Dashboards, Complex SQL and reports to senior leadership and CEO (Quicksight, Grafana, Superset & custom tools). A/B testing on the performance of models, forecast and optimization algorithms.