Resume

Adam Scott

Senior AI/ML Engineer | Production ML Systems, MLOps, Python & TypeScript

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Experience

Founding EngineerPRIA (Policy Risk Impact Agent)

2025-2026

Built an AI policy analysis platform on regulated government and economic datasets, delivering real-time decision support through dashboard, chat, mobile, and Chrome extension experiences.

  • Architected and built real-time AI-assisted dashboard and chat workflows, owning delivery from front-end UX through backend inference services.
  • Designed and implemented reproducible end-to-end pipelines for ingestion, enrichment, chunking, embeddings, retrieval/query, and prompt orchestration in production.
  • Built and operated 70+ production APIs across auth, chat, search, scoring, and financial integration services.
  • Implemented event-driven orchestration with Trigger.dev and AWS Lambda to improve reliability and performance of asynchronous AI processing.
  • Automated build and deployment pipelines across web, mobile, and Chrome extension clients to improve release consistency and delivery speed.
  • Defined Terraform environment strategy and GitOps deployment patterns to support repeatable multi-region rollout readiness.
  • Operated PostgreSQL-backed services and partnered cross-functionally with domain stakeholders to convert complex policy workflows into actionable product features.

Previous Experience

Technology Director / Lead Full-Stack Engineer | Launch

October 2014-October 2024

Led cross-functional teams to deliver 150+ digital products with strong architecture, engineering quality, and measurable client outcomes.

Manager of Technology / Lead Full-Stack Engineer | IQ Agency

May 2009-October 2014

Architected enterprise-grade digital products for major brands and helped scale delivery practices across teams.

Software Engineer | Alogent

April 2007-May 2009

Built financial software features with a focus on reliability, maintainability, and multi-tenant product delivery.