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Dyuti Vartak
Junior Data Scientist/Data Engineer specializing in ML pipelines and analytics
Seattle, WAData Engineer Intern1 years experienceJuniorTechnologyData & AnalyticsE-commerce
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About
Machine Learning Intern at Docsumo who delivered a customer-facing fraud-detection solution end-to-end: rebuilt the pipeline, deployed a Random Forest model, and shipped a Python/Flask microservice on AWS SageMaker. Drove measurable production impact (precision +30%, processing time cut in half, manual review -60%, customer satisfaction +15%) and demonstrated strong customer integration and live-incident response skills.
Experience
Data Engineer InternKLOA
Graduate Research AssistantSeafood Globalization Lab
Machine Learning InternDocsumo Pte. Ltd
Education
University of Washingtonmaster, Data Science (2026)
University of Mumbaibachelor, Computer Science and Engineering (Data Science); Honors in Computational Finance (2024)
Key Strengths
- Built and deployed end-to-end customer-facing fraud-detection system in production
- Improved model precision by 30% through pipeline rebuild and feature engineering
- Reduced document processing time from 10 minutes to 5 minutes per document via AWS SageMaker microservice
- Reduced manual review workload by 60% and increased customer satisfaction by 15%
- Strong customer discovery and workflow-driven solution design (on-site/ops-focused requirements)
- Reliable API/integration design with mapping, auth handling, retries, monitoring, and edge-case testing
- Fast production incident triage and hotfixing (restored service during peak hours; added preventative checks)
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