Selected work

Work that begins with a difficult reality, then makes it easier to operate.

Every engagement is different, but the useful thread stays the same: turn complexity into a system that more people can understand, trust, and move through.

Bring us your challenge

A note on proof

We do not believe in inflated case studies.

This work is intentionally described through the problem, the system, and the delivery standard—not borrowed logos or invented outcomes. The conversation can go deeper where confidentiality allows.

AI video platform

Preserve a person’s likeness while turning a complex multi-stage generation process into a product people can actually use.

What we built: A full flow covering photo upload, model fine-tuning, cloud GPU coordination, multiple video generations, storage, selection, and final render delivery.
Delivery standard: Make sophisticated generation feel like a considered product journey—not a collection of model endpoints.

Operational command center

Replace a web of spreadsheets and handoffs with a shared system that stays useful to people doing the work.

What we built: A role-aware operational platform bringing structured job data, scheduling context, business records, billing details, and process controls into a coherent experience.
Delivery standard: Keep the workflow legible, even as the underlying data and rules become more complex.

Real-time intelligence platform

Give people fast, dependable answers from a large volume of changing data without creating a brittle product.

What we built: A data-intensive backend and product layer for live and historical information, normalized sources, analytical views, and editorial experiences.
Delivery standard: Treat speed, data quality, and clarity as product features—not back-office concerns.

Work index

01 / AI video platform

A likeness-aware video creation pipeline, from upload to final render.

Product system
Generative AI
Cloud orchestration

02 / Operations platform

A single operating view for the work that used to live in spreadsheets.

Operational UX
Workflow design
Platform build

03 / Real-time data product

A data-intensive platform built for fast answers, not fragile dashboards.

Data systems
APIs
Performance

What could be next

Your project can start before it is fully formed.

A rough brief, a painful workflow, a product with traction, or a strategic hunch are all valid places to begin. The first call is where we decide whether there is enough signal to build on.

Book a fit call