Algorithmic Trading, Macroeconomic Research
Institutional-grade macroeconomic analysis and quantitative trading models, built by a researcher, not a guru. Real strategies backed by real data-driven processes.
Active Trading Models
A selection of the quantitative models currently in deployment, spanning macro, forex, and high-frequency strategies.
Gold Cross-Asset Analysis
Multi-factor model analysing cross-asset correlations, yield curves, and macro regime shifts to generate systematic gold trading signals.
AUDUSD Yield Differential Mean Reversion
Exploits mispricings in the AUD/USD pair driven by interest rate differentials between the RBA and Federal Reserve through mean-reversion entries.
Polymarket 5-Min BTC Latency Arbitrage
High-frequency model capturing price dislocations between Polymarket prediction contracts and underlying BTC spot/derivatives markets.
Products & Services
From self-paced courses to daily research and personalised mentorship: find out how JS Financials can help you.
1-on-1 Mentorship Program
The most intensive program. 6 months of 3x weekly calls, video series, daily macro reports, model walkthroughs, and a fully built trading model.
- 3x calls/week for 6 months
- Full video series included
- Daily macro reports included
- Build a validated model together
Quantitative Trading Discord
Join a private community of quantitative traders. Live model signals, macro discussion, strategy development, and real-time market analysis.
- Live model signals & alerts
- Real-time macro discussion
- Strategy development channels
- Direct access to Jackson
Prediction Markets Trading Course
Systematic trading on prediction markets: fair value pricing for binary contracts, full model development, validation, and deployment.
- Fair value pricing for binary markets
- Complete model development workflow
- Backtesting, validation & risk frameworks
- 23 modules, PDFs plus full video series
Daily Macroeconomic Reports
Institutional-quality daily macro briefings covering global markets, economic data releases, and actionable trading insights.
- 7-day free trial
- Daily pre-market analysis
- Cross-asset positioning insights
- Central bank watch & rate expectations
Macroeconomics for Financial Markets & Trading
Comprehensive course covering how macroeconomic forces drive asset prices, from yield curves to central bank policy to cross-asset flows.
- Central bank policy & interest rate mechanics
- Yield curve analysis & bond market dynamics
- Cross-asset macro frameworks
- Applied trading strategies
What Students Are Saying
“For a kid who's just 18 years old I'm truly blown away with his knowledge. I bought the macroeconomics course and then 2 weeks later signed up to the mentorship (3 weeks in now). Can't express how useful Jackson has been, thank you!”
“I'm currently doing a bachelor in economics, when I say that Jackson teaches macroeconomics better than my college professor I mean it. He actually teaches how to apply the theory to trading, how various macro factors affect each other and how to analyse all of this yourself. I would recommend.”
“I'm a complete beginner with economics and maths (I come from a comp-sci background), however I'm finding JS Financials products (I'm in the Discord and also bought the macro course) to be very, very helpful, and that's saying something as like I said I'm a complete beginner. WELL DONE!”
Frequently Asked Questions
Traders and students at any level who want to understand how financial markets actually work. Whether you are a complete beginner looking to build a foundation in macroeconomics, a discretionary trader wanting to add systematic methods, or an experienced quant looking for new frameworks, there is a product designed for where you are right now.
Not at all. The Macro Course and Daily Reports require zero technical background. The Prediction Markets Course includes Python code templates but is designed so you can follow along even if you have never coded before. The Mentorship is fully personalised to your skill level, so Jackson will meet you where you are.
Most trading education sells signals, hype, or surface-level technical analysis. JS Financials is built on the same quantitative methods and macroeconomic frameworks used by institutional desks. Every strategy is backed by data, statistical validation, and rigorous research. Jackson is an active quant trader and researcher, not a content creator who stopped trading years ago.
Yes. Both the Daily Reports and Discord subscriptions can be cancelled at any time from your member dashboard with no lock-in, no questions asked. You keep access until the end of your current billing period.
After purchasing, go to jsfinancials.com.au/forgot-password to set your password using the same email you used at checkout. Then log in at jsfinancials.com.au/login and your purchased content will be unlocked automatically.
Each report covers 40+ FX pairs, 9 commodities, 9 equity indices, and 8 cryptocurrencies. You get a global macro overview, fundamental analysis for every asset class, and a comprehensive dashboard with directional bias, risk scores, and tradability rankings. Reports are delivered to your inbox every day at 10:00 PM AEDT and archived in the member portal.
You get three live calls per week with Jackson over six months via Google Meet. The curriculum is 89 documents across three tiers: twelve period documents (the spine), fifty-five topic documents across eight clusters (the shelf), and twenty applicability modules in four arcs (the workflows). Every period includes companion datasets. You also get the Daily Reports, Discord, Prediction Markets Course, and Macro Course included. Apply via a free call to discuss fit and goals.
Absolutely. Book a free 30-minute call with Jackson at calendly.com/jsfinancialsaustralia/30min and he will recommend the best starting point based on your experience, goals, and budget. No pressure, no sales pitch.
Meet Jackson Semenas
I started trading at 14 years old, driven by a fascination with how macroeconomic forces move financial markets. What began as simple algorithmic experiments evolved into developing production-grade HFT and LFT models across multiple asset classes.
At 18, I've achieved a 99.95 University Selection Rank and been accepted into Honours in Finance, Economics, and Statistics at the Australian National University. My research work spans quantitative methods, market microstructure, latency arbitrage, and applied statistical modelling.
In October 2025, I published an economic policy proposal for balancing immigration and inflation in the Australian economy, which was put forward to the Australian Treasury for review and implementation.
Ready to Trade with an Edge?
Join a community of data-driven traders. Get access to institutional-grade research, quantitative models, and personalised mentorship.
Not financial advice. All products are for educational purposes only. Trading involves substantial risk of loss. Past performance is not indicative of future results.