Saaf Finance

• Provision & manage AWS: Design, deploy, and maintain VPCs, Lambda, RDS, S3, IAM using IaC (Terraform or CloudFormation). • CI/CD at scale: Build and optimize GitHub Actions pipelines for backend and frontend; enable zero‑downtime releases. • Containers & serverless: Operate ECS/Fargate and Lambda workloads with safe rollout strategies. • Observability: Implement production‑grade monitoring, logging, and alerting (CloudWatch, Prometheus, ELK or similar). • Automation: Script infra tasks, feature flagging, and environment provisioning. • Security: Enforce cloud security best practices across IAM, network segmentation, and secrets (SSM / Secrets Manager). • Data platform support: Support ETL jobs, Snowflake, and dbt workflows used by data/analytics. • Collaboration: Work with Engineering, Data, and QA; ship reliably using Notion and Linear for coordination.

• Design, implement, and maintain ETL/ELT pipelines for structured and unstructured datasets from internal and external sources. • Build and optimize warehouses and marts (e.g., Snowflake, BigQuery) for analytics, reporting, and product use cases. • Ingest data from APIs and SaaS platforms (e.g., CRM, financial data APIs) into the core data platform. • Design conceptual, logical, and physical models to deliver scalable, consistent, high‑quality datasets. • Implement validation, schema management, and documentation to ensure accuracy and compliance. • Monitor and tune pipeline/warehouse performance for scalability and cost efficiency. • Apply data security and privacy controls aligned with financial regulations; ensure full transformation traceability. • Deliver clean, consistent datasets to analysts, PMs, and operations for fast, data‑driven decisions.