AAA Quants

Consultants for Quantitative Finance and Automated Trading Systems

What We Offer

We provide institutional level of expertise and structures in:

  • Trading systems & platforms
  • Algorithmic trading development
  • Portfolio management
  • Data analysis
  • Alpha generation
  • High Frequency Trading (HFT)


We offer solutions for:

  • Hedge funds
  • Proprietary (Prop) trading firms
  • Superannuation funds
  • High-net-worth individuals
  • Family offices

Training & Education

We teach you today’s most in-demand skills that you can reach your full potential:

  • Deep Reinforcement Learning in trading
  • Quantitative trading
  • Trading various instruments: futures & options
  • Trading strategy development


We are excited to announce the launch of our new online courses, based on our experience from running live quant trading courses around the world.


Deep Reinforcement Learning in Trading

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Quantitative Trading Like A Pro:  The Essential Python Course

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Back To The Futures: Futures Trading 101

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About Us

Our core values: integrity, innovation, involvement.

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Dr Thomas Starke




Yigit Pamuk

Head of Quantitative Development



Andrew Barracosa

Head of Trading



Dr Qian Zhu

Head of Research



Dr Sudipta Basak

Machine Learning Software Engineer



Michelle Lin

Senior Consultant



We teach you today’s most in demand skills so you can reach your full potential.

Algorithmic Trading Workshops

We provide beginners and advanced level algorithmic trading and quantitative analysis workshops based on the Quantopian platform.

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Trading Strategy Development Workshops

We show you how to analyse and backtest your trading strategies.


Cybertraders Sydney

Sydney’s Number One Cybertraders Meetup Sydney for Algorithmic Trading

Advanced Algorithmic Trading Workshop With Quantopian

The workshop covers an introduction into factor modelling, probably the largest group of trading models out there with around 6 trillion dollars tied up in them. We will also discuss some new and advanced features of the Quantopian platform. Saturday, 14 April 2018, 10:00 am

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Alternative Data For Automated Trading Systems

An exciting talk by Nick Wienholt on how to use alternative, unstructured data in automated trading systems. Nick has extensive experience in this area from investment banking and sports betting and it will be extremely valuable for people who want to improve their trading systems and make more use of artificial intelligence. Wednesday, 21 February 2018, 7:00 pm

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We share our expertise and insights on all things quant.

Breaking the Sharpe ratio

by Qian Zhu and Tom Starke If you want to learn about things deeply, you need to break them. Sharpe Ratio is one of the top metrics used by traders[…]

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February 7, 2020 0

Detective Work Leading to Viable Trading Strategies

Chat With Traders EP 147: Detective work leading to viable trading strategies, and the rise of AI. Dr. Thomas Starke and Aaron Fifield talk about things related to quant trading,[…]

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July 4, 2018 0

AI For Trading: What Could Possibly Go Wrong?

Note: the following post is purely to illustrate how to avoid pitfalls in trading. My motivation for this post was to give an example of mistakes that I have made[…]

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March 23, 2018 0

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    Client Testimonials

    Check out what our clients have to say

    Hi Tom, Just a quick note after the workshop on Saturday – thanks for presenting I enjoyed the day. While I had done most of the online tutorials it makes a big difference to be able to ask questions face to face. One of things I asked about was creating ATR customfactor. I sourced the code from the forum and integrated with the sample code you shared and with a few minor changes managed to create a long-short algorithm that gave > 100% return for previous 3 years. So just emphasised the benefit for me of attending so again thanks for the course.

    Greg Smith

    Legal Disclaimer: Our advice and services are general in nature and does not constitute financial advice. It is not intended as legal, financial or investment advice and should not be considered or relied on as such. Before making any commitment of a legal or financial nature you should seek advice from a qualified and registered legal practitioner or financial or investment advisor. No material provided by AAAQuants Pty Ltd should be construed or relied upon as providing recommendations in relation to any legal or financial product or strategy. We offer no opinion with respect to the suitability of any security or specific investment.