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Pratima Singh - Graduate Research Assistant at Blockchain Research Lab in Tempe, AZ

Pratima Singh

Senior Full-Stack Software Engineer specializing in FinTech, cloud microservices, and blockchain

Arizona State UniversityArizona State UniversityTempe, AZ10 Years ExperienceSenior LevelWorks On-Site

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About

Python/ML engineer with strong DevOps depth: built an end-to-end regime-aware stock prediction system (custom fine-tuned FinBERT sentiment + technical/macro features) delivering a 12% accuracy lift. Also implemented Kubernetes/Helm + Jenkins/GitHub Actions pipelines (including GitOps-style workflows for multi-cloud Hyperledger Besu) and improved deployment speed/stability by ~50% while addressing race conditions and image drift.

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Key Strengths

  • Owned end-to-end Python ML thesis project (data pipeline → regime classification → prediction modeling → backtesting)
  • Improved stock prediction accuracy by 12% over baseline using regime-aware, sector-based approach
  • Built multi-source financial data pipeline combining news sentiment, market data, and macro indicators
  • Implemented Kubernetes + Jenkins/CI pipeline with Helm enabling zero-touch deployments; resolved race conditions, image drift, and environment inconsistencies
  • Achieved ~50% faster, more stable deployments through CI/CD automation
  • Designed event-driven real-time processing pipeline handling thousands of asset updates with backpressure, rate limiting, and monitoring (99.9% accuracy)

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Experience

Graduate Research Assistant at Blockchain Research LabArizona State University · Jun 2024 – Presentpart-time
AssociateAQR Capital · Dec 2022 – Dec 2023
Technology LeadStandard Chartered Bank · Dec 2019 – Nov 2022
Business Technology AnalystDeloitte · Mar 2018 – Dec 2019
Senior Software EngineerInfosys Ltd. · Aug 2015 – Feb 2018

Education

Arizona State Universitymaster, Software Engineering
Technological Institute of Textile & Sciencesbachelor, Computer Science (2015)

Skills

AgileAPI DevelopmentAuthenticationAWSAWS LambdaC++CeleryCI/CDCloud ComputingDevOpsDjangoDockerEncryptionFastAPIFlask

Languages

English

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EducationEducation in Greater PhoenixAgileAPI DevelopmentAuthenticationAWS

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Pratima SinghSenior Full-Stack Software Engineer specializing in FinTech, cloud microservices, and blockchain