Professional
Consulting
Featured
AI Agent Orchestration Platform
Technical Lead
9 months
Led the technical development of a cloud-native platform enabling AI developers to seamlessly deploy and orchestrate intelligent agents focused on enhancing developer workflows, including automated code review, technical debt identification, and development process optimization.
Key Responsibilities
- Architected and led development of a scalable AWS-based platform for automated AI agent deployment and orchestration.
- Designed and implemented a configuration parser that translates human-readable YAML configurations into executable deployment code, significantly improving developer experience and reducing setup complexity.
- Built an intelligent orchestration system using AWS Step Functions that automatically selects and triggers appropriate AI agents based on GitHub events and custom filters.
- Integrated comprehensive GitHub webhook processing to enable real-time agent activation based on repository events and configurable business logic.
- Established containerized deployment pipeline supporting both public and private Docker registries with secure credential management.
Technology Stack
Python
Pydantic
Jinja2
Boto3
PyYAML
AWS
Lambda
Step Functions
Elastic Container Service (ECS)
Elastic Container Registry (ECR)
API Gateway
DynamoDB
Docker
Dockerfiles
docker-compose
GitHub
API
Webhooks
Tags
#professional
#ai
#cloud
#devops
#internal-tooling