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guest@shail.dev:~/resumemainline❯
~/.get_pdf_resume.sh
guest@shail.dev:~/resumemainline❯
whoami
Shail R. Shah
guest@shail.dev:~/resumemainline❯
cat summary.txt
Software Engineer with 8 years of experience building high-scale distributed systems and GenAI platforms at Amazon. Transformed manual processes into automated pipelines, reducing launch times by 86% and saving 57K+ analyst hours annually. Built RAG-based services handling 4K+ TPS for Bedrock and Alexa+. Led cross-org initiatives across 12+ engineers and mentored 3 to promotion.
guest@shail.dev:~/resumemainline❯
./list_skills.sh
languages
JavaKotlinPythonTypeScript
cloud
ECSLambdaStep FunctionsS3API GatewaySQSSNSCloudWatchVPCRoute53
genai & ml
RAG pipelinesLLM integrationBedrockSageMaker
databases
DynamoDBMySQLCassandraElasticsearch
infra & tools
TerraformKafkaSpring BootReactFlaskGradleGit
guest@shail.dev:~/resumemainline❯
./print_experience.sh --verbose
Amazon
Software Development Engineer II
Artificial General Intelligence for AWS
Apr 2025 – Present
- Spearheaded region expansion automation for a distributed RAG service (4000+ TPS), cutting launch time by 86% — from 28 to 4 days.
- Defined and led cross-org migration to IAM-based authN/authZ across 5 teams, 12 engineers, with zero security incidents.
- Reduced config deployment time by 57% by decomposing a monolithic stack and enabling parallel deployments.
- Accelerated service packaging by 4.8× (2h28m → 33m) by identifying and removing a 12GB ECS sidecar bottleneck.
- Mentored 3 engineers to promotion; interviewed 40+ candidates as part of Bar Raiser training.
Amazon Ads — Insights
Sep 2022 – Apr 2025
- Architected an LLM-powered document generation service using RAG, slashing report time from 30+ hours → <2 minutes with >95% grounding accuracy.
- Built a no-code analytics automation platform saving 57K analyst hours annually, reducing time-to-insight by 90%.
- Designed an event-driven demographic reporting workflow with Step Functions and async Spark polling, shrinking processing time by 75%.
Amazon Stores — Seller Fulfillment Services
Jun 2020 – Sep 2022
- Led Orders API migration for 60+ internal clients with async shadow testing; improved latency by 42% and saved $60K/yr in infra costs.
- Built automated order cancellation workflow eliminating 93.9K annual seller contacts and saving $11.2M/yr.
- Designed a plugin system for backend-driven UI changes, reducing files touched per change by 75%.
- Resolved a high-impact DynamoDB issue, cutting UI 5xx errors by 98% via exponential backoff and retry strategies.
Yelp
Software Engineer — IC2
- Built campaign control and reporting systems for 150K+ customers, supporting $1B+ in annual advertising revenue.
- Improved retention by $4M+/yr by designing and running A/B experiments to optimize advertiser tools.
guest@shail.dev:~/resumemainline❯
cat education.txt
NU
Northeastern University
MS in Computer Science · GPA 3.92
MU
University of Mumbai
Bachelor of Information Technology · CGPA 7.75
guest@shail.dev:~/resumemainline❯
ls -la ./active_pursuits/
AWS Certified Solutions Architect – Associate
[IN_PROGRESS]
AWS Certified Generative AI Developer – Pro
[IN_PROGRESS]
guest@shail.dev:~/resumemainline❯
~/.get_pdf_resume.sh
// try a command — help to see what's available
guest@shail.dev:~/resume (mainline) ❯
