AI-Native Engineering & Data Science

Engineers as PMs for Claude. We architect, plan and ship at the new pace — automated leaf-node delivery, hardened trunks, and changes verified by inputs and outputs an auditor can read.

What We Deliver

Claude-Code-driven delivery: plan → execute → verify pipelines with eval-first development

Predictive ML, NLP and computer vision pipelines deployed at scale

Continuous orchestration: architecture, product thinking, multi-agent supervision

Tech-debt-aware refactors — leaf-node automation, trunk-level human review

Eval frameworks, drift detection, lineage tracking, CI/CD for ML

22k-line PR patterns translated to client codebases, with verifiable checkpoints

Sectors

Fintech, healthtech, climate-tech, public-good platforms

Tools & Technologies

Claude Code · Python · TypeScript · PyTorch · vLLM · Modal · Postgres

Interested in AI-Native Engineering?

Let's discuss how we can help your organization.

Start a Conversation