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Antoine Tan

Senior Full-Stack Software Engineer specializing in workflow automation and healthcare AI

Rad AIUniversity of FloridaRemote12 Years ExperienceSenior LevelWorks Remote

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About

Backend/data engineer who has owned production Python APIs and high-throughput async workflows on AWS (FastAPI, Docker, ECS/EKS/Lambda) with mature reliability practices like idempotency, bounded retries, circuit breakers, and strong observability. Also built AWS Glue ETL into an S3/Redshift lakehouse and modernized legacy batch systems via parallel-run parity testing and feature-flagged migrations, including a SQL tuning win cutting a multi-minute query to under 10 seconds.

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Key Strengths

  • Designed and operated production FastAPI services on AWS with strong reliability patterns (timeouts, bounded retries, idempotency, circuit breakers)
  • Built hybrid serverless/container AWS deployments with Terraform-based IaC and CI/CD (ECR, ECS rolling deploys, Lambda versioning/aliases)
  • Strong security and configuration practices (JWT/OAuth2, tenant/role enforcement, IAM-scoped access, SSM Parameter Store, Secrets Manager)
  • Implemented observability and incident readiness (health checks, metrics/tracing, dashboards/alerts, runbooks tied to PRs/postmortems)
  • ETL/data engineering on AWS Glue into S3/Redshift with schema evolution controls, data quality validation, quarantine flows, and idempotent reruns
  • Modernized legacy batch processing into Python services with parallel-run parity validation and incremental migration behind feature flags
  • SQL performance optimization with measured impact (reduced query runtime from minutes to <10 seconds via indexes, query rewrite, partitioning)
  • Owned production incident response for data pipelines (detected via CloudWatch + freshness metrics; mitigated with pauses/backfill; prevented via schema validation and contract tests)

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Experience

Senior Software EngineerRad AI · Jan 2024 – Dec 2025
Senior Software EngineerZapier · Jun 2020 – Dec 2023
Full Stack Software DeveloperMagic Leap · Jun 2017 – May 2020
Software DeveloperCitrix · Jun 2014 – May 2017

Education

University of Floridamaster, Computer Science (2014)
University of Floridabachelor, Computer Science (2012)

Languages

English

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Connect with Antoine

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Typically responds within 24 hours

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Antoine TanSenior Full-Stack Software Engineer specializing in workflow automation and healthcare AI