public build surface

Build useful things in public.

1% Better.dev is the public layer for my next season of work: small products, fast feedback loops, and visible execution that creates real signal for hiring, product, and future bets.

Built by Chris S. Yoon. Senior data engineer using this surface to keep shipping while the next role, product, and operating system take shape.

Role

Senior Data Engineer

Shipping small product loops while staying sharp on production systems.

Mode

Build in public

Use visible work to create signal instead of waiting for a perfect launch.

Focus

Useful first

Tight scope, fast feedback, and enough clarity to ship again tomorrow.

one percent, repeated

Small enough to ship. Strong enough to mean something.

1%
1% Betterdev · ship small. learn fast.

The brand is not about motivational copy. It is about a working pace: keep the surface simple, ship the useful version first, and let repeated proof build trust over time.

01

Keep the product small enough to ship before it turns into a systems project.

02

Use this site as the public trust layer for hiring, product, and next-step conversations.

03

Let each new release earn more surface area instead of claiming it early.

Current thesis

1%

Improvement is a compounding operating system, not branding theater.

Useful

The first version should help someone before it tries to impress everyone.

Visible

Public proof matters because it shortens the distance between idea and trust.

Scope control

01

Keep poker as a separate specialist vertical until it earns more brand surface.

02

Use the landing page as a clean hiring, product, and credibility layer.

03

Let the operating system stay underneath the brand instead of dominating it.

Projects · Latest linked GitHub activity

Current products and public proof.

The front page stays focused on a few strong surfaces. Everything underneath still carries enough visible work to prove the pace is real.

Featured Products

Sneak peaks of the two products carrying the clearest 1% Better consumer story.

Featured product

1% Better Today

The core daily product in the 1% Better brand.

Coming soon

Core brand product

Target MVP: April 2026

Featured product

1% Better - Focus

A simple focus tool built to ship fast inside the brand.

Coming soon

Shipping quietly

Target MVP: March 2026

Poker Product Line

The poker brand surface and its product family, with the structure visible but the deeper details still controlled.

1% Better - Exploit Better

sukminc/one-percent-better-poker
Poker decision support and exploit intelligence.Syncing...

Target MVP: June 2026

Auto target 38 commits · 14d activity 0

Next.js
FastAPI
SQLAlchemy
Pandas
NumPy
Vercel

onepercentbetter.poker

sukminc/one-percent-better-poker-site
A dedicated front door for the poker analytics product line.Syncing...

Coming soon

Auto target 16 commits · 14d activity 0

Brand shell readyProduct family framedFront-door build live
Next.js
Vercel

1% Better - Action Keeper

sukminc/one-percent-better-poker-staking
Poker staking and action workflows with cleaner agreements.Syncing...

Target MVP: July 2026

Auto target 38 commits · 14d activity 0

Python (FastAPI)
TypeScript (Next.js)
PostgreSQL
Docker
Stripe

Operating Layer

The systems that power the portfolio itself, including the public website and internal workflow layer.

1% Better - This Website

sukminc/one-percent-better-landing
The public front door for funding, hiring, and the whole shipping story.Live ✓

MVP reached

Next.js
TypeScript
Vercel

1% Better - OS

Workflow automation for repeatable project shipping.Ops Layer · Ready

Target MVP: March 2026

Internal workflow system already supporting the portfolio

Workflow engine activeLanding sync in useWeekly ops layer running
Python
GitHub Actions
JSON
CLI

Archive / Proof of Work

Proof of engineering depth that stays visible without competing with the active product thesis.

Blue Jays Moneyball ETL

sukminc/bluejays-financial-mlops
Archive of data engineering work and pipeline thinking.Archive

Proof-of-work archive

Python
Apache Airflow
PostgreSQL
Docker
GitHub Actions

TwelveLabs API Validator

sukminc/TwelveLabs
Interview challenge archive for multimodal API validation.Archive

Proof-of-work archive

Python
TwelveLabs
Pytest

Funding

Support the build. Buy more time for the next 1% better.

This site is not a product pre-sale page. It is a public build surface. If the work resonates, funding here is simply a way to help me keep shipping, keep learning, and keep buying focused time for the next loop.

Think encouragement, runway, and continued public reps. The poker-side funding lives on onepercentbetter.poker.

What support does

It gives me time to keep shipping while I look for the right role.

It covers tools, APIs, hosting, and the cost of moving quickly in public.

It keeps the simple products moving without turning the site into startup theater.

About

Chris S. Yoon

I spent the last decade building production data systems across fintech, media, and enterprise. Right now I am in a transition period: looking for the right next role while using 1% Better as a place to learn LLM workflows, ship simple products fast, and stay in motion.

Open to work

Next step

Follow the thread before you reach out.

The cleanest path is: understand the story, see what I am building, then decide whether you want a conversation. That keeps the flow consistent with the rest of the site and gives the context first.