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Edwin Rivera
Senior Full-Stack Software Engineer specializing in modern web apps and cloud platforms
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Backend/data engineer with production experience building real-time sensor telemetry platforms: FastAPI + PostgreSQL services with strong observability, plus AWS serverless and Glue-based ETL into Redshift. Has modernized legacy SAS pipelines into Python microservices and delivered measurable performance wins (Postgres query latency cut to <1 minute and ~60% DB CPU reduction) while owning incident response and reliability improvements.
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Key Strengths
- Built production FastAPI backend for real-time sensor telemetry with JWT/RBAC and resilience patterns (retries/timeouts/circuit breakers)
- Strong observability implementation (structured logging, Sentry, Prometheus/Grafana, request/user correlation, alerting)
- Delivered AWS serverless event pipeline with Terraform IaC and GitHub Actions CI/CD; secrets/config management via Secrets Manager
- Cost and scaling optimization in Lambda (concurrency limits, provisioned concurrency, right-sized memory/timeouts, batching)
- AWS Glue ETL from S3/Kafka to Redshift with schema evolution via crawlers and data quality checks
- Modernized legacy SAS analytics into Python microservices on Lambda/ECS with parity testing and parallel run migration strategy
- PostgreSQL performance tuning: reduced dashboard query latency from minutes to <1 minute; ~60% DB CPU reduction; eliminated timeouts
- Owned data pipeline incident response: detected via CloudWatch alarms, triaged via Glue/Spark logs, rollback/rerun strategy, added schema validation and canary runs
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