A V A N G A R D

We are

Realising Reliable Returns Through Our
Low Volatility AI/ML Generated Portfolio

We are an innovative quantitative wholesale investment fund that leverages AI/ML technology to capitalise on market inefficiencies, thereby generating Alpha for our clients. Our proprietary technology A.L.F.R.E.D. (Adaptive Learning For Ranking Equities & Derivatives) is used to meticulously construct low-volatility investment portfolios, aiming to achieve superior Sharpe and K-ratios. Our innovative, data-driven approach enhances portfolio resilience, thus providing our clients with strong, reliable returns.


We offer,

  • Strong medium to long-term capital growth
  • AI/ML generated portfolio
  • Statistically diverse (uncorrelated) portfolio
  • Maximum return, minimal trading

Our Technology

Investment Strategy

ALFRED: Adaptive Learning For Ranking Equities and Derivatives,
is our proprietary AI/ML system for stock evaluation, portfolio selection and optimization.


ALFRED’s role is to generate an efficient portfolio of 20-25 stocks/ETFs, which are statistically diverse (uncorrelated). This portfolio has the following characteristics:

  • Strong medium to long-term returns
  • Low Volatility (i.e. Sharpe ratio > 2.5, K-Ratio > 2)
  • Statistically diverse (reducing risk)
  • Minimal Trading (hedging when appropriate)
  • Long-term investment (reducing tax liabilities)
  • Investing in Large-cap” stocks (generally > $5B)

Avangard Portfolio vs. Top Performing Stocks/ETFs

A.L.F.R.E.D - Adaptive Learning For Ranking Equities & Derivatives

Key Features

Modelling the
Entire Australian Market

  • 0

    Billion+

    Data Points Daily

  • 0

    ASX stocks and ETFs

  • 0

    Years

    Clean historical data

  • 0

    prices daily

  • ⁠Modelling daily the entire Australian market (i.e. approx. 2,500 stocks and ETFs)
  • ⁠Models trained using approx. 28,000 prices daily using over 5.58BN data points daily for modelling purposes
  • ⁠Up to 100 years of clean historical data
  • ⁠These include commodities, global stocks, ETF’s, Indices, 1,200 currency pairs (the list goes on)

Contact us

Let's Talk

Write Us a Message

Contact Details

4/160 Central Arcade, 811 Hay Street,
Perth 6004


Avangard Capital Pty Ltd
ABN: 71 676 999 456