We design, build, and operate production AI systems — from model and data pipeline to the product your users actually touch. Rendered server-side by Node.js, backed by Python services, delivered through a real CI/CD pipeline.
Fine-tuning, evaluation, and inference systems built to hold up under real traffic and real cost constraints.
Reliable ingestion, transformation, and feature pipelines that keep your models fed with clean, current data.
Containerized services, automated pipelines, and infrastructure-as-code so shipping is boring and repeatable.
Express + EJS server-side rendering. Hardened with the same security headers the site has always used.
Independent Flask microservices behind gunicorn — versioned, tested, and deployed as their own artifacts.
Build → test → push to ECR → deploy to EC2. Infrastructure defined as code in CloudFormation.