Services - Senior engineering help for the product work that needs to move.

When this helps

You know the outcome you want, but need to decide what to build first, what can wait, and what could get in the way.

What you leave with

• A clear picture of the current product and the first useful scope.
• The important decisions, dependencies, and risks.
• A practical first milestone and a plan your team can use.

Related work

• Pixsprint: Building living media kits for creators

  I took Pixsprint from product idea to a deployed MVP.

• Collab Video: Removing friction from asynchronous video collaboration

  I turned a successful Zync spinoff into an independent product for asynchronous podcasts.

When this helps

You have a product or critical workflow to ship and need senior engineering across the interface, backend, integrations, and release.

What you leave with

• A focused product slice and an implementation plan.
• The interface, backend, integrations, and failure handling needed to make it work.
• Tests, production checks, operating notes, and a safe release path.

Related work

From SaaS products

$20k MRR

Active users supported

1,000+

• Pixsprint: Building living media kits for creators

  I took Pixsprint from product idea to a deployed MVP.

• Collab Video: Removing friction from asynchronous video collaboration

  I turned a successful Zync spinoff into an independent product for asynchronous podcasts.

• Zync: Leading an AI/video SaaS from interface to infrastructure

  I joined Zync as a front-end developer, then moved deeper into backend systems and cloud infrastructure across five products.

When this helps

Your product feels slow, conversion is uneven, or a critical customer journey needs to become faster and easier to complete.

What you leave with

• A performance and conversion baseline across the important customer journeys.
• Focused frontend and backend changes that address the largest bottlenecks.
• Measurement, regression checks, and a practical next-step plan for continued improvement.

Related work

E-commerce conversion lift

158%

Lower server response time

73%

Faster page loads

41%

Homepage Lighthouse score

90+

• Commerce at scale: Frontend delivery for 4F and EZ Living Furniture

  Frontend delivery across 4F and EZ Living Furniture as part of the Fast White Cat team, spanning critical commerce journeys, reusable components, testing, and performance.

When this helps

You have a media-heavy product, expensive background jobs, or rendering workflows that need more throughput without making cloud spend harder to control.

What you leave with

• A workload map covering queues, workers, storage, rendering, and delivery.
• A cost and throughput plan for the next useful scale step.
• Retries, observability, and deployment checks that make background work easier to operate.

Related work

Cloud compute costs reduced

90%

Peak video renders in one day

500

• Zync: Leading an AI/video SaaS from interface to infrastructure

  I joined Zync as a front-end developer, then moved deeper into backend systems and cloud infrastructure across five products.

• Collab Video: Removing friction from asynchronous video collaboration

  I turned a successful Zync spinoff into an independent product for asynchronous podcasts.

When this helps

Your product has recurring failures, fragile integrations, slow delivery, or has become hard to change.

What you leave with

• A focused diagnosis of the most important problems.
• Prioritized fixes that address the right causes.
• Verification and operating notes for the team that owns the system next.

Related work

Cloud compute costs reduced

90%

P0 MTTR after reliability work

≈30 min

• Zync: Leading an AI/video SaaS from interface to infrastructure

  I joined Zync as a front-end developer, then moved deeper into backend systems and cloud infrastructure across five products.