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AI Engineer Data Scientist
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Data Scientist
Quicknify
Oct 2023 - Dec 2025 • 2 yrs 2 mos
Engineered and deployed Random Forest and XGBoost models using sensor data to predict equipment failure. Automated a real-time alerting system processing live sensor feeds for proactive maintenance. Achieved a 20% reduction in unplanned downtime. Extended equipment lifespan and slashed emergency maintenance work orders by 25%. Validated model thresholds with mechanical engineers to ensure operational practicality.