# Crypto market analysis and an automated trading bot

> Quantitative research on crypto markets and an automated trading bot built on it: market data, signals, back-testing and execution, around the clock.

- Client: Personal research project (Finance)
- Role: Quantitative researcher and engineer, Nicolas Dao
- Status: Delivered. Our products and research
- Capabilities: Financial analysis, Data science, Automation, Real-time data
- Web page: https://cloudlesslabs.com/work/crypto-analysis/

## Outcomes

- Market data collected and analysed across crypto markets.
- Trading strategies researched, then tested against history before any money moved.
- A bot that executes automatically, 24 hours a day, in markets that never close.

## The situation

Crypto markets never close, move fast, and publish their data openly. That makes them a demanding playground for anyone who likes data: every idea can be tested, and every bad assumption is punished quickly and in public.

## What I built

A body of financial analysis on crypto markets, and a trading bot built on top of it. The work covered the whole chain: collecting and cleaning market data, researching signals, back-testing strategies against history before trusting them, then executing them automatically through exchange APIs, around the clock.

## Why it matters to you

A trading bot is a small, unforgiving real-time system: bad data, a slow reaction or a duplicated order costs money immediately. The same disciplines (clean data, honest testing, idempotent execution, and telemetry that tells you what happened) are the ones I bring to every system that has to be right in real time.

## Built with

- [Node.js (plain JavaScript)](https://cloudlesslabs.com/stack/nodejs-javascript/index.md): My default in The Stack
- Market data
- Back-testing
- Exchange APIs

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- [Every project](https://cloudlesslabs.com/work/index.md)
- [How we work](https://cloudlesslabs.com/about/how-we-work/index.md)
- [Map of every Markdown file on cloudlesslabs.com, with what each one answers](https://ask.cloudlesslabs.com)