Mark S.

AI Product Engineer | Builds End-to-End AI Platforms

I build and deploy AI systems that combine RAG pipelines, multimodal agents and cloud automation into one scalable platform. My focus is turning advanced AI workflows into production ready systems with clear architecture, observability and strong DevOps practice. I work across LangChain, FastAPI, Redis and vector databases for retrieval and context management, using Docker, Terraform and GitHub Actions for CI/CD and infrastructure control. I design agents that process text, vision and speech together to automate complex reasoning tasks. Each system I create includes versioning, monitoring and secure deployments across GCP or AWS. If you need an engineer who can build complete RAG and multimodal agent platforms with reliable DevOps and MLOps integration, I can deliver it end to end.