Hello
I'M
Fernando Rocha
Quant Developer | Economist
Introduction of Myself
I am Fernando Rocha, an Economist and Environmental Engineer specializing in Machine Learning applied to portfolio optimization in Foreign Exchange and Commodities. My work in algorithmic trading began in 2019. My journey includes founding an investment Fintech in Brazil and gaining institutional experience at EQI Investimentos—the largest brokerage in Santa Catarina—and at Genial Investimentos, where I managed a portfolio valued at 5.4M. Academically, I serve as a researcher focused on portfolio optimization and AI applications in finance. My technical expertise lies in developing systems based on Order Flow analysis (Book, Times & Trades), Arbitrage strategies (including Latency-sensitive models), Markov Chains, Mean Reversion, and Portfolio Correlation.
born In
Brazil
experience
7 Years
date of birth
04 Dec 1997
1
Project Completed
1M
Investment advisory services
1K
Satisfied Customers
UI/UX Design Machine Learning HFT arbitrage UI/UX Design Machine Learning HFT arbitrage UI/UX Design Machine Learning HFT arbitrage
MY Expereince resume
work & Education
2025/2
CEO
NTX markets
2025
Investment advisor
Genial Investimentos
2024 - 2025
Investment advisor
EQI InvestimentosWORK
study
2025
Economic Sciences
PUC Minas
2024
Deep Reinforcement Learning in Trading
QuantInsti
2020
Data Science
Digital House Brasil
2017 - 2022
Bachelor's in Environmental Engineering applied to Agricultural Commodities.
UFRA
MY Experience resume
my services area
Algorithms for MT5
Development of modern MT5 algorithms featuring optimization within MT5 or bidirectional MT5 <> Python integration. Implementation includes ONNX model integration with MT5, Markov Chains, and semi-HFT algorithms (adhering to MT5’s inherent limitations). For pure HFT capability, a separate C++ codebase integrated with an external API is required.
Hybrid algorithms
For more complex solutions, we can collect data from centralized or decentralized brokers with access to order book, times and trades data using Python, Rust, or C++. We then process this data and only send the orders via MT5. Our team is equipped to develop advanced strategies using tick-by-tick order book and times & trades data, as well as to create custom calculations to extract the maximum value from this information.
coming soon
For investors outside Brazil who are interested in fixed income investments, leveraging Brazil’s tax-exempt 15% per annum interest rate, we are developing a fund / application. This will provide straightforward access to both fixed and variable income products in the Brazilian market without complications.
professional skill of me
professional skill
Python
Rust
WordPress
Angular
React
HTML5
C++
Quantitative Trading
HFT / MFT Trading
UI/UX Design Machine Learning HFT arbitrage UI/UX Design Machine Learning HFT arbitrage UI/UX Design Machine Learning HFT arbitrage
awward for work
my awwards got for excellent service
2022StartupPará01XTop 20 Startups
Lets work