Sangay.
My Process

How I work with clients

A simple, transparent four-step framework designed to ship real value in predictable cycles — no consultantspeak, no mystery, just momentum and high-quality output.

Phases

4

Sprint Cadence

1–2 wks

Demos

Weekly

Warranty

14 days

The 4 Steps

From first call to launch day

Tap any step to see the full breakdown, deliverables, and rough duration.

STEP

01

Discover & Align

Understanding your vision

We start with a focused conversation about your business, users, and desired outcomes. I ask the right questions to unpack scope, identify risks, and align on measurable goals. By the end you'll have a clear shared picture of what we're building and why.

Rough duration: 1 – 3 days
Communication: Async daily + weekly live demo

What you receive

Tangible deliverables from this phase

  • Project brief & success metrics
  • Stakeholder interviews
  • Scope & high-level roadmap
  • Rough timeline & ballpark estimate
Principles

Values that guide every engagement

How I show up — consistent expectations, from our first call through launch and beyond.

01

Radical Transparency

No black boxes. You see the board, the code, and the blockers. Async updates every day we work.

PrincipleApplied daily
02

Outcome, Not Output

Lines of code don't count — business impact does. Every task ties back to your goals.

PrincipleApplied daily
03

Proactive Problem-Solving

I surface trade-offs early and suggest better paths. You hire me for judgment, not just keystrokes.

PrincipleApplied daily
04

Security & Quality

Auth, secrets management, OWASP checks, and tests where it matters. I ship code I'd run for my own product.

PrincipleApplied daily
05

Respect for Time

Clear estimates, on-time deliveries, and focused work windows. I block my calendar for you.

PrincipleApplied daily
06

Partner, Not Vendor

I invest in your long-term success. Expect candid feedback, ideas, and care beyond the contract.

PrincipleApplied daily
Deliverables

What you actually get

Concretely, depending on the project type — here are the artifacts you'll walk away with.

01

For Web & SaaS Projects

  • Next.js / React production codebase
  • Backend APIs (Node / FastAPI / Django)
  • Auth, roles, payments, admin panels
  • Analytics, error tracking, CI/CD
  • Runbook + architecture docs
02

For AI & Automation

  • LLM agents + RAG knowledge bases
  • Prompt library & eval harness
  • Vector DB + ingestion pipeline
  • API gateway + rate limiting
  • Cost & latency monitoring dashboard
03

For Computer Vision

  • Curated dataset + annotation guide
  • Model training repo + checkpoints
  • Inference API + batch pipeline
  • Web UI for uploads + results review
  • Accuracy baseline + retraining plan
Ready when you are

Know the process. Let's make something.

If you have a project in mind and like how I work, the next step is a quick 30-minute call. No pitch — just honest scoping and next steps.

30-min intro callWritten proposalNo hard sell