AQ ARIEF QUANT LABINDEPENDENT RESEARCH & DEVELOPMENT
PINE SCRIPT / MARKET RESEARCH

Understand the market.
Quantify the edge.

Independent trading tools, systematic experiments, and market research built to make price behaviour easier to study.

Explore indicators ↗ About the developer
01 / RESEARCH02 / DEVELOPMENT03 / ITERATION
MARKET STRUCTURE / SAMPLE VIEW● SYSTEM ONLINE
2,748.60
2,735.00
2,721.40
XAUUSD · ILLUSTRATIVENOT LIVE MARKET DATA
OBSERVETESTREFINE
01Independent developer
PINEScript ecosystem
R&DResearch-led process
OPENPublic source access
THE TOOLKIT / 001

Indicators & tools

A growing collection of scripts designed for chart analysis, market observation, and systematic testing.

PORTFOLIO INDEX / ALL PROJECTS
PROJECT 01
QUANTITATIVE MODEL
QUANTITATIVEIN DEVELOPMENT

Your first indicator

Replace this card with your first published Pine Script project.

Project details ↗
PROJECT 02
PRICE STRUCTURE
MARKET STRUCTURECOMING SOON

Next research project

Showcase the logic, intended use, and limitations of another tool here.

About the process ↗
PROJECT 03
VOLUME & FLOW
VOLUME & FLOWPLANNED

Research in progress

Use this space for experimental tools and ideas under evaluation.

Research approach ↗
HOW I WORK / 002

Code is a hypothesis.
Evidence is the standard.

Every tool begins with a question about market behaviour. The objective is to turn that question into explicit rules that can be inspected, tested, and improved.

01

Observe

Define the market behaviour or problem worth investigating.

02

Formalize

Translate the idea into transparent logic and measurable conditions.

03

Validate

Test across symbols, timeframes, and market conditions. Document limitations.

04

Iterate

Publish revisions with clear notes rather than hiding what changed.

AQ.
ABOUT THE DEVELOPER / 003

Independent thinking.
Practical tools.

I'm Arief, an independent developer exploring market behaviour through Pine Script, quantitative methods, and structured experimentation. This portfolio documents tools I build, questions I investigate, and lessons learned along the way.

Contact me ↗
RISK NOTE

All scripts and research are provided for educational and analytical purposes only. They are not investment advice, trade recommendations, or guarantees of future performance. Trading involves risk; always conduct your own testing.