Srideep Sunil Kavlekar

Terraform, AWS (S3, CloudFront, Route53, ACM, IAM, DynamoDB), GitHub Actions

• Deployed globally-distributed website via Terraform using 4 modular AWS components (CloudFront, Route53, ACM, S3), demonstrating IaC best practices.
• Automated CI/CD pipeline with GitHub Actions orchestrating Terraform provisioning, S3 sync, and CloudFront cache invalidation for zero-downtime deployments.
• Enforced AWS security via Origin Access Control for private S3 access, HTTPS/TLS 1.2+, and least-privilege IAM roles.
• Built a Terraform remote backend with S3 versioning and DynamoDB state locking to ensure safe team collaboration.
• Resolved complex module dependency issues by wiring missing Terraform outputs, enabling seamless resource orchestration.
• Managed DNS routing, SSL certificates, and fast content delivery via Route53, ACM, and CloudFront.

Python, AWS, FastAPI, React

• Engineered a multi-source scraping pipeline collecting 42,805 reviews (Google Maps, TripAdvisor, Instagram) across 50 POIs, last 1 year using async Python and Scrapling with automatic deduplication and checkpoint recovery.
• Designed a Medallion Architecture (Bronze-Silver-Gold) implementing 14-step normalization using Pandas and spaCy, followed by AWS Bedrock powered aspect extraction.
• Orchestrated AWS SageMaker NLP chaining 3 cloud ML models (LangID, Translator, ABSA) with automatic CPU fallback to bypass SageMaker quota limits.
• Developed a FastAPI serving layer (SQLAlchemy) and dashboard aggregating reviews into 7 sentiment aspects with risk-scored hotspots.