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being slightly less negligent
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@@ -38,7 +38,7 @@
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"ecolab": {
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"title": "Data Scientist / Data Engineer — Ecolab",
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"date": "January 2024 – Present",
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"content": "<p class=\"timeitem-org\">Ecolab · Saint Paul, MN</p><ul><li>Primary model developer of RushReady from inception through multimillion-dollar product commercialization</li><li>Engineered near-real-time data platform with Delta Live Tables and automated MLOps lifecycle across QSR brands</li><li>Built explainable anomaly detection with XGBoost/SHAP attribution and brand-configurable recommendations, increasing speed of service by 20%</li><li>Represented Ecolab as liaison in Microsoft's 100-member AI accelerator program</li></ul>",
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"content": "<p class=\"timeitem-org\">Ecolab · Saint Paul, MN</p><ul><li>Primary model developer of RushReady from inception through multimillion-dollar product commercialization</li><li>Engineered near-real-time data platform with Delta Live Tables and automated MLOps lifecycle across QSR brands</li><li>Built explainable anomaly detection and brand-configurable recommendations, increasing speed of service by 20%</li><li>Represented Ecolab as liaison in Microsoft's 100-member AI accelerator program</li></ul>",
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"classes": "experience"
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},
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"rit_ms": {
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@@ -2,7 +2,7 @@
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"Data Scientist @ Ecolab": {
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"classes": "pinned experience technical",
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"date": "01/2024 - Present",
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"content": "Primary model developer of RushReady from inception through multimillion-dollar product commercialization. Engineered near-real-time data platform with Delta Live Tables and automated MLOps lifecycle. Built explainable anomaly detection with XGBoost/SHAP attribution, increasing speed of service by 20%. Represented Ecolab in Microsoft's 100-member AI accelerator program."
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"content": "Primary model developer of RushReady from inception through multimillion-dollar product commercialization. Engineered near-real-time data platform with Delta Live Tables and automated MLOps lifecycle. Built explainable anomaly detection, increasing speed of service by 20%. Represented Ecolab in Microsoft's 100-member AI accelerator program."
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},
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"Data Scientist / Data Engineer": {
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"classes": "pinned experience technical",
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@@ -28,7 +28,7 @@
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<dt>At work</dt>
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<dd>
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Primary model developer on RushReady at Ecolab: explainable anomaly
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detection with XGBoost and SHAP, plus brand-configurable recommendations
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detection, plus brand-configurable recommendations
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for quick-service restaurants, all running on a near-real-time Delta
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Live Tables platform.
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</dd>
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