Usama Nadeem Email & Phone Number

Karachi, PK

United States

• Trained the SK-Forecast model to enhance understanding of upcoming demand, achieving a substantial 65% recall rate.
• Led initiatives to align supply with forecasted demand, ensuring optimal resource allocation and operational efficiency.
• Implemented an end-to-end data pipeline utilizing VertexAI and Airflow DAG to connect demand with supply, leading to a notable 30% reduction in average fulfillment time.
• Defined and reported on multiple key North Star metrics, providing crucial insights for strategic decision-making.
• Optimized multiple ETL data pipelines, realizing a noteworthy 50% cost reduction and elevating data processing efficiency.
• Evaluated diverse model features to align performance with business requirements, concurrently refining recommendations for enhanced results.

United States

• Defined and reported key North Star metrics, leveraging automated pipelines and dashboards for streamlined tracking and analysis.
• Optimized the user retention model, achieving a reduction in churn while maintaining equivalent precision through strategic manipulations.
• Implemented and deployed multiple data pipelines, streamlining data processing and enhancing overall system efficiency.
• Utilized a Markov Chain Attribution Model to analyze funnel movement, resulting in strategic recommendations that significantly boosted conversion rates by 60% across the entire funnel.
• Demonstrated leadership abilities, leading to a promotion to a senior position and successfully leading a team.
• Tools & Skills: BigQuery, Mode Analytics, Python, SQL, Talend Stitch

Karāchi, Sindh, Pakistan

• Conducted risk calculations for customers and assets with a 95% accuracy rate using the Pluto Tasche PD Model.
• Designed and implemented a credit scoring model to evaluate customer creditworthiness, providing valuable insights for decision-making.
• Led the design and normalization of the database structure for an enterprise resource planning (ERP) system, ensuring efficient data storage and retrieval.
• Generated insightful reports from the on-prem server to support business operations and drive data-driven decision-making.
• Enhanced data quality by implementing robust validation techniques, resulting in a significant improvement of 80%.
• Presented comprehensive software solutions to the board and executive teams, effectively outlining benefits and functionalities.

Analyzing cost of risk with risk calculation models using python with 85% accuracy.

Back-end, UI and Documentation for multiple POS softwares, adept at preparing persuasive sales presentations through videography.