CLOUDLESS LABS

Project 11. Finance

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.

What it changed

  • 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.

Related projects

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  2. 04 Deep neural networks that forecast the weather An Australian agriculture-technology company with a large IoT sensor network · Agriculture technology Machine-learning models and deep neural networks, trained on the company's own sensor data with GPUs on Amazon SageMaker, to predict the weather where its customers farm.
  3. 06 Admin panels and analysis that made a company's data readable An Australian agriculture-technology company with a large IoT sensor network · Agriculture technology Internal tools and admin panels that let staff see and act on the company's data, built after analysing how the business really worked and removing the waste first.
  4. 07 Wealth-management tools that predict returns and test portfolios An Australian financial planning firm · Finance Tools for a financial planning firm to track clients' wealth, project returns, and compare strategies against market indexes, balanced portfolios and rebalanced ones.

Got a project like these?

Tell us where the business needs to go. You'll talk to the engineer who will design and build it, not a salesperson, and get an honest answer on whether we're the right fit.

Contact Us

For general inquiries, please contact us at:

nic@cloudlesslabs.com

For e-learning capabilities, please contact:

lin@shirleenwong.com