Rebuild Manufacturing
|Lead Software Engineer
Framingham, MA, US
Summary
Leading platform engineering and MLOps initiatives to build cloud-native ML products, driving innovation and efficiency across multiple projects including internal developer platforms, CNC machining automation, and AI-powered quoting systems.
Highlights
Piloted a platform engineering initiative, creating the company's first internal developer platforms (IDPs) that enabled Terraform-based IaC and CI/CD from day 0 for diverse projects, significantly streamlining development workflows.
Automated infrastructure updates within CI/CD pipelines, improving deployment cadence from monthly to daily across multiple development teams and enhancing operational agility.
Enabled seamless preview environments for all IDPs, allowing developers to deploy every commit to feature branch-specific environments instantaneously, which facilitated rapid feedback from product owners and reviewers.
Led implementation of web products on AWS using DynamoDB, Lambda, API Gateway, S3, and Cognito, optimizing cloud resource utilization and scalability for critical applications.
Designed and delivered high-performance microservices on AWS ECS for CAD processing and analytics, leveraging C#/C++/CUDA interop for complex computational geometry tasks.
Architected and implemented a LangGraph-based agent for extracting unstructured technical data from 2D engineering drawings, enhancing data processing capabilities for ChatCNC.
Implemented a fastAPI Agent Protocol server for ChatCNC and developed prompt versioning and evaluation with AWS SageMaker, along with data curation using LabelStudio, improving AI model accuracy and efficiency.
Mentored junior developers, guided technical standards, and established agile project management practices, fostering a collaborative and high-performing engineering culture.