P
Poorvi Raut
About
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Michigan, United States
Résumé
Jobs
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Data Science EngineerIntuit, Tech ConsultingMar 2025 - Apr 2026 (1 year 2 months)Client: Intuit – Quality of Service | ICS Data Analytics
• Developed ML-based QMS classification framework by annotating 200+ transcripts and generating labeled
datasets for supervised learning and benchmarking.
• Built Databricks data pipelines to preprocess Base LLM outputs using Python and SQL; performed data cleaning
and structured feature extraction.
• Developed an end-to-end ML pipeline including data preprocessing, feature engineering, model training, and
evaluation for LLM-based classification tasks.
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• Designed an evaluation framework using confusion matrix, Accuracy, Precision, Recall, and F1-score with ≥85%
match-rate threshold, improving model reliability and reducing misclassificat- KData Analytics InternKeeper AIAug 2024 - Feb 2025 (7 months)• Developed a recommendation system using collaborative filtering and supervised learning, improving accuracy
by 15%.
• Optimized SQL queries and Firebase integration, reducing downtime by 25%; automated Tableau dashboards. - LSoftware EngineerLarsen & Toubro InfoTechOct 2020 - Apr 2022 (1 year 7 months)• Built backend utilities for Travelers Insurance USA and optimized SQL-based systems, improving performance
by 30-40%.
• Implemented ServiceNow workflow automation, reducing incident resolution time by 40% for an EU-based
client.
Education
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- Master of Science, Computer ScienceStevens Institute of TechnologyJan 2024GPA: 3.7
- Bachelor of Engineering, ComputerPune Institute Of Computer TechnologyJan 2020GPA: 3.5