You will get Custom Algorithmic Trading Bot with ML (LSTM + Reinforcement Learning)
Project details
I build custom algorithmic trading bots using Python, LSTM neural networks, and Reinforcement Learning (PPO).
What makes me different:
• LSTM for price prediction + RL for execution decisions
• Full risk management: kill-switch, drawdown limits, position sizing
• Backtesting before live deployment
• Clean, documented Python code
• 2 weeks free support
Portfolio results: 47% return with 8.2% max drawdown (15 months), sub-100ms latency for arbitrage.
What you get:
✅ Custom bot for crypto (Binance, Bybit, Coinbase) or forex (OANDA, Alpaca)
✅ LSTM prediction + RL execution
✅ Risk management system
✅ Backtesting framework
✅ Telegram alerts
✅ Full source code
Timeline: 2-6 weeks. Fixed-price based on requirements.
Message me to discuss your trading strategy.
What makes me different:
• LSTM for price prediction + RL for execution decisions
• Full risk management: kill-switch, drawdown limits, position sizing
• Backtesting before live deployment
• Clean, documented Python code
• 2 weeks free support
Portfolio results: 47% return with 8.2% max drawdown (15 months), sub-100ms latency for arbitrage.
What you get:
✅ Custom bot for crypto (Binance, Bybit, Coinbase) or forex (OANDA, Alpaca)
✅ LSTM prediction + RL execution
✅ Risk management system
✅ Backtesting framework
✅ Telegram alerts
✅ Full source code
Timeline: 2-6 weeks. Fixed-price based on requirements.
Message me to discuss your trading strategy.
Machine Learning Tools
Keras, Open Neural Network Exchange, pandas, Python, Python Scikit-Learn, PyTorch, SciPyWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,500
|
Advanced
$3,500
|
|---|---|---|---|
| Delivery Time | 14 days | 14 days | 20 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 2 | 4 | 6 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$150 - $400
Additional Revision
+$75
Additional Model Variation
+$300
Additional Scenario
+$200
Additional Graph/Chart
+$50Frequently asked questions
About Maryuss Adrian
Quant Developer | Algorithmic Trading Bot Specialist | LSTM + Reinforc
Iasi, Romania - 9:23 pm local time
What I specialize in:
• Neural Hybrid Bots - LSTM for price prediction + PPO agent for execution
• Crypto Arbitrage - Triangular and cross-exchange (Binance, Bybit, Coinbase) with sub-100ms latency
• Market Making - Dynamic spread adjustment based on volatility
• Trend Following - Multi-timeframe analysis for Forex (EUR/USD, GBP/USD, USD/JPY)
Every bot I build includes professional risk management: kill-switch (manual + automated), position sizing using Kelly Criterion, drawdown limits, daily loss limits, and Telegram alerts.
Technical stack: Python, TensorFlow, PyTorch, Stable-Baselines3, CCXT, pandas, AWS (EC2, Lambda, RDS), Docker.
I'm looking for freelance or contract work. Feel free to contact me to discuss your project.
Steps for completing your project
After purchasing the project, send requirements so Maryuss Adrian can start the project.
Delivery time starts when Maryuss Adrian receives requirements from you.
Maryuss Adrian works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements analysis
Review client requirements, trading strategy, and API access. Set up development environment.
Data pipeline & backtesting
Download historical data, implement strategy, run backtests to validate performance.