Founding AI Engineer spanning product, architecture, and go-to-market. I design and spec our AI interview and assessment stack, ship backend services and APIs, define scoring frameworks, and tighten architecture for production gaps. I work on ATS and partner integrations, write implementation specs and internal documentation, and support fundraising and sales ops—ICP research, outbound sequencing, investor and prospect pipelines toward a $1.5M pre-seed target. I also contribute partner demos, onboarding materials, and business development support.

Developed AI-powered research tools including ML dashboards for decision tree visualization, SFTP→S3 data pipelines with AWS SQS, and FastAPI services with 30% latency improvements through advanced PostgreSQL optimization.

Humancloud build and deploy AI systems for enterprises — everything from fine-tuning large language models (LLMs) and setting up retrieval-augmented generation (RAG) pipelines, to building multi-agent workflows, cloud infrastructure for ML operations (MLOps), and governance frameworks.

Led hands-on sessions on AI/ML APIs, GCP services, and containerized deployment. Helped 2000+ students build real-world AI applications and achieve Google Cloud certifications.