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Priyanshu Maurya - Data Scientist in New York, NY

Priyanshu Maurya

Mid-level Data Scientist specializing in insurance, finance, and healthcare analytics

MetLifeRowan UniversityNew York, NY3 Years ExperienceMid LevelWorks On-Site

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About

Built and productionized LLM-driven sentiment scoring for earnings call transcripts at Goldman Sachs, replacing legacy NLP to deliver a cleaner trading signal while managing latency/cost via batching, caching, and distilled models. Also implemented an Airflow-orchestrated fraud modeling pipeline at MetLife with drift-based retraining and SageMaker deployment, and has a disciplined evaluation/rollout framework for reliable AI workflows.

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Key Strengths

  • Deployed LLM-based sentiment scoring system for earnings call transcripts in production (Goldman Sachs)
  • Optimized LLM system for latency and cost using batching, caching, and distilled models
  • Uses operational metrics (p50/p95 latency, end-to-end scoring time) to measure performance
  • Built Airflow-orchestrated fraud model pipeline with drift-triggered retraining and SageMaker deployment (MetLife)
  • Structured reliability approach for AI workflows: guardrails/fallbacks plus offline → sandbox → controlled rollout testing
  • Balances quantitative evaluation (success rate, errors, latency, escalation) with qualitative user/stakeholder feedback
  • Selects models and retrieval methods based on complexity/latency/cost; applies embedding retrieval for nuanced unstructured text

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Experience

Data ScientistMetLife · Jan 2025 – May 2025
Data ScientistGoldman Sachs · Jul 2022 – Jul 2023
Data AnalystCitius Tech · Jan 2021 – Jun 2022

Education

Rowan Universitymaster, Data Science (2025)
Charotar University of Science and Technologybachelor, Computer Science and Engineering (2023)

Skills

Anomaly DetectionAWSAWS GlueBigQueryBlue/Green DeploymentCI/CDClusteringCommunicationCost OptimizationData AnalyticsData EngineeringData VisualizationDeep LearningDockerETL

Languages

English

Publications

1 publication

Taxi demand forecastingTime series forecastingMachine learning for transportation analytics

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Typically responds within 24 hours

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Priyanshu MauryaMid-level Data Scientist specializing in insurance, finance, and healthcare analytics