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Abhishek Soni
Mid-level Full-Stack Developer specializing in React and scalable web applications
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Backend/data engineer with hands-on production experience across FastAPI microservices and AWS data platforms. Has delivered serverless and Glue/EMR-based ETL pipelines with strong observability (Prometheus/Grafana/Sentry, CloudWatch/SNS), schema-evolution resilience, and measurable SQL performance wins (5 min to <30 sec). Open to onsite meetings in the Bethesda, MD area and flexible on remote arrangements.
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Key Strengths
- Built and maintained FastAPI + SQLAlchemy internal APIs with JWT/RBAC and reliability patterns (retries/timeouts/structured errors)
- Production observability and uptime practices (Prometheus/Grafana metrics, Sentry alerts, Kubernetes health checks)
- Delivered AWS serverless data pipeline (Lambda + S3 + DynamoDB) with IaC (CloudFormation/Terraform) and CI/CD (GitHub Actions)
- Designed AWS Glue ETL with crawlers/catalog, PySpark transforms, schema evolution handling, and data quality validation
- Failure recovery for pipelines using CloudWatch/SNS alerting, Glue bookmarks/checkpointing, and detailed error logging
- Modernized legacy reporting/analytics into Python + PySpark on EMR with parallel-run parity validation and stakeholder sign-off
- SQL performance tuning with execution plan analysis, indexing, and partitioning (reduced query runtime from ~5 minutes to <30 seconds)
- Owned production ETL incident caused by upstream schema change; mitigated impact with partial processing and implemented preventative schema-detection step
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