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You will get a robust trading software
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Project details
With over six years of experience applying advanced machine learning, statistical methods, and data science, I specialize in solving complex challenges across various quantitative fields. I have a proven track record working with global industry leaders, delivering high-impact projects that span predictive modeling, optimization, and data-driven strategy design.
Some of the most interesting projects I worked on:
🏅Cryptocurrency Statistical Arbitrage: Developed and deployed a live trading strategy on Microsoft Azure for statistical arbitrage in cryptocurrency, operational since 2022. The system integrates real-time data, feature engineering, and automated execution.
🏅 Led a machine learning project at Robeco (one of the Netherlands’ largest asset managers) to analyze global patent data. This project involved constructing and managing a massive dataset containing all patents associated with globally listed companies, engineering unique features based on patent filings, and applying both traditional regression models and advanced machine learning techniques to identify whether there is information to predict future stock performance.
Some of the most interesting projects I worked on:
🏅Cryptocurrency Statistical Arbitrage: Developed and deployed a live trading strategy on Microsoft Azure for statistical arbitrage in cryptocurrency, operational since 2022. The system integrates real-time data, feature engineering, and automated execution.
🏅 Led a machine learning project at Robeco (one of the Netherlands’ largest asset managers) to analyze global patent data. This project involved constructing and managing a massive dataset containing all patents associated with globally listed companies, engineering unique features based on patent filings, and applying both traditional regression models and advanced machine learning techniques to identify whether there is information to predict future stock performance.
What's included
| Service Tiers |
Starter
$1,500
|
Standard
$2,000
|
Advanced
$5,000
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 30 days |
Number of Revisions | 1 | 2 | 3 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | |||
Source Code |
Optional add-ons
You can add these on the next page.
Model Documentation
(+ 1 Day)
+$100
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KY
Kevin Y.
Apr 15, 2026
Expert Excel Developer for Trading Dashboard
Ivan has been great! Highly recommended
JD
James D.
Mar 2, 2026
Quantitative / Actuarial Analyst (Real Estate Modeling)
AK
Alex K.
Nov 19, 2025
data testing and research
Excellent expert testers
JM
J M.
Dec 31, 2024
AI Crypto Trading Bot
EZ
Eve Z.
Nov 4, 2024
Machine Learning Engineer for Stock Market Prediction Using Python
Working with Ivan was flawless. He understood the task right away, coded very efficiently, and finished the entire project in just two days, though expected delivery time was in 1 week. His expertise and attention to detail were impressive and he kept we updated when necessary; which made the collaboration very smooth. He even went the extra mile, delivering beyond our requests because he knew it would further enhance the results. Overall, I couldn't have asked for a better experience, I'd highly recommend him to anyone looking for a skilled, knowledgeable, and professional machine learning expert. Will definitely hire again.
About Ivan
Quantitative Research | Algo Trading | AI/ML | Risk Modeling
100%
Job Success
Zagreb, Croatia - 1:20 am local time
Selected projects:
🏅Live Crypto Statistical Arbitrage System: Designed and deployed an automated trading strategy on Azure, operational since 2022. End-to-end system: real-time data ingestion, feature engineering, signal generation, and automated execution.
🏅 Patent-Based Alpha Research at Robeco: Led a quantitative research project at one of the Netherlands' largest asset managers. Built a large-scale dataset of global patent filings, engineered predictive features, and applied ML models to identify signals for future stock performance.
🏅 Corporate Bond Rating Prediction: Built ML models predicting bond rating transitions, improving credit risk assessment and investment strategy.
🎓 I hold a Master's in Quantitative Finance & Actuarial Science and am the founder of Vicuna, a company building ML-powered software for quantitative finance.
Core expertise: Quantitative research, algorithmic trading, trading automation, backtesting, portfolio optimization, risk modeling, time series analysis, Python, deep learning, crypto exchange APIs (Binance, etc.), IBKR API, Trading API, strategy development, signal research.
Steps for completing your project
After purchasing the project, send requirements so Ivan can start the project.
Delivery time starts when Ivan receives requirements from you.
Ivan works on your project following the steps below.
Revisions may occur after the delivery date.
Short meeting
First prototype