You will get Machine Learning-Based Trading Strategy Development (Sharpe Ratio > 1.7)

Project details
You will receive a fully customized machine learning trading model, rigorously backtested and designed for real-world performance. With strong expertise in quantitative finance, algorithm development, and ML engineering, I deliver strategies that are practical, efficient, and profit-focused. Whether you need simple predictive models or advanced strategy optimization, my work is tailored for serious traders and investors.
Machine Learning Tools
NumPy, pandas, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$2,500
|
Advanced
$3,500
|
|---|---|---|---|
| Delivery Time | 15 days | 20 days | 30 days |
Number of Revisions | 3 | 4 | 5 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$300 - $500
Additional Model Variation
(+ 5 Days)
+$500Frequently asked questions
About Chenxi
Quant & AI Automation Engineer | Trading Systems, OpenClaw & Python
Singapore, Singapore - 3:27 pm local time
Core services:
• Quant research & strategy development (Python/MT5, regime-aware logic, risk controls)
• Backtesting and validation (no lookahead bias, clean assumptions, reproducible reports)
• AI automation with OpenClaw (lead ops, messaging workflows, internal task bots)
• Python/API integrations (data pipelines, alerts, KPI reporting, process automation)
Why clients hire me:
• Finance + Data Science + Engineering background
• Strong reliability focus (logging, retries, monitoring, guardrails)
• End-to-end delivery from design to deployable system
If you need either high-rigor quant implementation or business-facing automation systems, I can help you ship fast with measurable outcomes.
Steps for completing your project
After purchasing the project, send requirements so Chenxi can start the project.
Delivery time starts when Chenxi receives requirements from you.
Chenxi works on your project following the steps below.
Revisions may occur after the delivery date.
model design
I design and deliver a customized ML model architecture based on your needs.
model development
I run full backtesting with realistic trading conditions and share a performance report.