Quantitative Researcher, MRM Research

Nico Rosti

Quantitative Researcher, Algorithmic Trader and former Portfolio Manager at Capital Theory Investment Management, LLC, a CTA based in Austin, Texas (USA), where I developed and ran automated algorithmic trading strategies for the US Futures and Options markets. 

My work is focused on the statistical study of the "persistence of trends" and "mean reversion" effects in global Equities, Futures, Indexes, Bonds and FX Spot markets. I make extensive use of probabilistic Bayesian models to predict short-term (1 day to few weeks) trend reversals.

I do not use any AI/machine learning processes in my work: all models and algorithms are built by humans. This approach is very labour-intensive but produces forecasts that have a clearly understandable/explainable rationale (no black-boxes).

Quantitative Researcher

Hang Seng Index FAF Calculation Change: Buy The Dip!

Hang Seng Index (HSI): Trends in PUT Strikes and Open Interest Visualized in Animation and Charts

HSI to Find Strong Support Between 18.8K and 17.5K: Long-Term Uptrend Set to Restart

HSI, HSCEI, HSTECH, HSIII Index Rebalance: US$5.3bn of Flows Post Capping (Mar 2025)

HSI Index Options Weekly (Feb 24-28): Volatility Increases as Rally Reverses

MRM Research

Quantitative Research

Equity Derivatives

<ul>
<li>The <a href="https://www.smartkarma.com/entities/hong-kong-hang-seng-index" target="_blank" data-smartkarma-citation="entities:22899:1" rel="noopener">HSI INDEX</a> has been defying gravity, recently. It is up more than 30% from its most recent low.</li>
<li>In our previous, <a href="https://www.smartkarma.com/insights/hsi-to-find-strong-support-between-18-8k-and-17-5k-long-term-uptrend-set-to-restart" target="_blank" rel="noopener">Jan. 11th insight</a> we highlighted very precisely the support zone (18.8k-17.5k) from where the index was poised to resume its rally (the bottom was printed at 18671).</li>
<li>
<strong>Our models are currently indicating a very overbought condition</strong>. Leveraging the information relayed by <a href="https://www.smartkarma.com/profiles/gaudenz-schneider" target="_blank" data-smartkarma-citation="accounts:66501" rel="noopener">Gaudenz Schneider</a> in a recent insight, we think a "<strong>HSI PUT</strong>" could make sense here. </li>
</ul>


The HSI INDEX has been defying gravity, recently. It is up more than 30% from its most recent low.
In our previous, Jan. 11th insight we highlighted very precisely the support zone (18.8k-17.5k) from where the index was poised to resume its rally (the bottom was printed at 18671).

Our models are currently indicating a very overbought condition. Leveraging the information relayed by Gaudenz Schneider in a recent insight, we think a "HSI PUT" could make sense here. 


The HSI PUT: Hedging Strategies for an Overextended Rally