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Joshua Sylvester

Senior Machine Learning Researcher/Engineer specializing in temporal modeling and production ML systems

Lead Student Researcher8 years experienceSeniorTechnologyArtificial IntelligenceCybersecurity
ScreenedReferences VerifiedIdentity VerifiedStrongly Recommended

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About

Backend engineer who built and evolved a startup data-processing backend (Express.js/MySQL) handling millions of user data points, with a microservices pipeline integrating multiple social media APIs. Emphasizes reliability and security through comprehensive testing, robust error/retry handling for sequential pagination constraints, and tight IAM/JWT/OAuth-based access controls.

Experience

Lead Student ResearcherDarwin Deason Institute for Cybersecurity (SMU)
Co-founder, COO, Lead DeveloperFiltari
Student Research AssistantSouthern Methodist University Geology Department

Education

Southern Methodist Universitydoctorate, Computer Science (2026)
Southern Methodist Universitymaster, Computer Science (2021)
Southern Methodist Universitybachelor, Computer Science and Geology (2020)

Key Strengths

  • Designed and built startup backend processing millions of user data points (Express.js + MySQL)
  • Architected microservices-based data processing pipeline focused on speed and fault tolerance
  • Handled complex external API constraints (sequential/chained pagination) with robust retries and error-code handling
  • Strong security implementation: JWT auth, OAuth providers, and least-privilege IAM for sensitive user data
  • Experienced with database schema evolution and backfills validated via QA testing before production rollout
  • Effective debugging of production edge cases using logging to restore broken pipelines and improve reliability

Reference Highlights

Strongly Recommended
  • Very strong ownership and accountability
  • Delivers features in a timely manner
  • Thorough from requirements to production
  • Proactive stakeholder communication
  • Strong research and due diligence (APIs, compliance)
  • Excellent architectural judgment and foresight
  • Security-first mindset
  • Effective cross-team collaborator
  • Strong problem-solving under pressure
  • Self-starter who thrives with minimal requirements
  • Handles ambiguity well in early-stage/zero-to-one work
  • Provides clear updates and flags delays promptly
  • Core backend expertise (knew system ins and outs)

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Languages

English

Skills

PythonNode.jsCC++AngularReactSQLMySQLArduinoJiraScrumMachine LearningTemporal ModelingRepresentation LearningProduction ML Systems