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Robin Crew

@robincrew

Senior Software Engineer at Amazon Robotics building AI-assisted tools and RAG pipelines for robotics operations.

At Amazon Robotics, I develop AI-assisted operational tools with OpenAI and Python, and build RAG pipelines using LangChain and OpenSearch to improve knowledge retrieval for operational support systems.

Previously at Capital One, I led the migration of legacy applications to AWS-based microservices. At Intuit, I built backend services and APIs for customer-facing financial products, and at Slalom, I built Python and SQL data pipelines for analytics.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Engineer (AI/LLM)

Current

Amazon Robotics

Jun 2021 - Present (5 years 4 months)

Led development of AI-assisted operational tools using OpenAI and Python, and designed RAG pipelines with LangChain and OpenSearch. Built scalable backend services and event-driven microservices on AWS, improving reliability and observability.

Python Django OpenAI Lang Chain RAG OpenSearch Kafka REDIS Streams AWS Lambda EKS ECS Amazon SQS S3 DynamoDB Cloudwatch PostgreSQL Docker Kubernetes Terraform GitHub Actions

Senior Software Engineer

Capital One

Jul 2018 - May 2021 (2 years 10 months)

Designed and developed cloud-native backend services for financial transaction processing, built event-driven systems with Kafka and AWS messaging, and led migration to microservices architecture.

Java Python Spring Boot Kafka AWS Lambda Amazon SQS SNS EC2 RDS DynamoDB Cloudwatch PostgreSQL Redis Docker Kubernetes Terraform REST APIs Jenkins Git

Software Engineer

Intuit

Jun 2016 - Jun 2018 (2 years)

Built and maintained RESTful APIs using Node.js and Python for customer-facing financial applications, optimized database queries, and integrated third-party services.

NodeJS ExpressJS Python REST APIs PostgreSQL MySQL Redis AWS EC2 S3 RDS Docker Git

Software Engineer

Slalom

Jun 2014 - May 2016 (1 year 11 months)

Built ETL pipelines with Python and SQL for client reporting, designed database schemas, and integrated data from multiple sources for business analytics.