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Vincent Dory
Senior Python Full-Stack Engineer specializing in AWS media processing platforms
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Lead developer on a Warner Brothers Discovery media management platform, building Python/Flask APIs and AWS-based workflows. Delivered a serverless search overhaul (Lambda + API Gateway + OpenSearch Serverless) while maintaining parity with legacy Rekognition tag-based search, and implemented event-driven ETL (SNS/SQS) to ingest/validate CSV metadata into PostgreSQL with strong logging and incident response practices.
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Key Strengths
- Led development of a Python/Flask backend for a media management application
- Implemented token-based auth with JWT decoding and RBAC authorization controls
- Built serverless search workflow using Lambda + API Gateway integrated with OpenSearch Serverless
- Set up CI/CD using GitHub Actions and managed secrets via AWS Secrets Manager
- Designed ETL to transform CSV metadata into PostgreSQL with validation/flagging for data quality
- Used SNS/SQS event-driven processing to throttle ETL workload and avoid overwhelming the database
- Improved PostgreSQL performance by adding appropriate indexes (B-tree vs GIN awareness)
- Production incident triage using database error logs plus Splunk log analysis; reprocessed failed jobs to restore customer access
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