MacKenzie Francisco
Data Scientist | AI/ML Scientist
- Role
- Data Scientist - Predictive Repair Intelligence at Ford Motor Company
- Location
- Detroit, MI, US
- LinkedIn followers
- 500 followers
Experience
Data Scientist - Predictive Repair Intelligence
Dec 2021 — Present · Dearborn, MI, US
Implemented a production-level machine learning algorithm in Python, serving more than 4 million vehicles and improving customer experience by saving more than days of vehicle downtime due to repairs.• Leveraged Google Cloud Platform (GCP) to automate data pipeline components, pairing with software engineers to choose optimal data structures and algorithms for memory reduction. This cut runtime in half for a daily process impacting 400+ dealerships.• Optimized model performance through the development of a parallelized hyperparameter tuning process, improving precision and recall scores by an average of 15 percent.• Communicated with stakeholders at all levels of the business by distilling complex technical concepts into accessible insights through effective storytelling.• Mentored three data scientists through regular one-on-one meetings to enable more effective and efficient development of product solutions.
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