Trade Mamba

I enjoy teaching and like to make videos on ML, LLMs, algo trading, and options trading.

Feel free to suggest new topics!



Torah Chatbot with AI – LlamaIndex, Ollama & AMD GPUs (Sefaria)
Torah Chatbot with AI – LlamaIndex, Ollama & AMD GPUs (Sefaria)
Custom AI Agent Tools with Pydantic AI and Gradio with vLLM using AMD ROCm
Custom AI Agent Tools with Pydantic AI and Gradio with vLLM using AMD ROCm
vLLM Inference on AMD GPUs with ROCm is so Smooth!
vLLM Inference on AMD GPUs with ROCm is so Smooth!
24 Hour Overnight Stock Trading with Interactive Brokers Python API
24 Hour Overnight Stock Trading with Interactive Brokers Python API
Running Ollama with AMD ROCm is so smooth!
Running Ollama with AMD ROCm is so smooth!
Tick By Tick Data and Dollar Bars with Interactive Brokers API
Tick By Tick Data and Dollar Bars with Interactive Brokers API
Fine-Tuning LLaMA 3 with QLoRA on AMD ROCm
Fine-Tuning LLaMA 3 with QLoRA on AMD ROCm
🤗 Hugging Face Transformers Running on AMD MI300 GPUs with ROCm
🤗 Hugging Face Transformers Running on AMD MI300 GPUs with ROCm
AMD ROCm Pytorch Getting Started Guide
AMD ROCm Pytorch Getting Started Guide
Making Combo Orders with Alpaca Python API
Making Combo Orders with Alpaca Python API
Alpaca Trading Stream Events
Alpaca Trading Stream Events
Get Massive Size Tick Dataset for Free with Alpaca Markets API for Years in Python
Get Massive Size Tick Dataset for Free with Alpaca Markets API for Years in Python
Max Pain for Options in Python with Alpaca API
Max Pain for Options in Python with Alpaca API
Options Trading in Python with Alpaca
Options Trading in Python with Alpaca
News Trading Bot in Python with Alpaca Markets using OpenAI
News Trading Bot in Python with Alpaca Markets using OpenAI
Bracket Orders with Alpaca Trading API in Python Gotchas
Bracket Orders with Alpaca Trading API in Python Gotchas
The Ultimate Alpaca Markets Trading Tutorial
The Ultimate Alpaca Markets Trading Tutorial
SymPy: Symbolic Math in Python
SymPy: Symbolic Math in Python
AMD vs NVDA Animation Plot in Plotly
AMD vs NVDA Animation Plot in Plotly
Conquering Tick Data: Calculating Dollar Bars with Dask.
Conquering Tick Data: Calculating Dollar Bars with Dask.
Dask: Everything Pandas Can Do, But Better and Bigger (slight volume issue)
Dask: Everything Pandas Can Do, But Better and Bigger (slight volume issue)
Daily Technical Analysis in Python: Bollinger Bands
Daily Technical Analysis in Python: Bollinger Bands
Trading Bot in Python with Alpaca Markets
Trading Bot in Python with Alpaca Markets
SMCI’s Wild Ride: Using AI21 Lab’s Open Source LLMs to Decode SEC Filings for Trading
SMCI’s Wild Ride: Using AI21 Lab’s Open Source LLMs to Decode SEC Filings for Trading
Capital Asset Pricing Model (CAPM) in Python
Capital Asset Pricing Model (CAPM) in Python
Interactive Brokers ML Trading Bot Part 2
Interactive Brokers ML Trading Bot Part 2
Portfolio Optimization in Python
Portfolio Optimization in Python
Machine Learning Trading Bot for Interactive Brokers in Python
Machine Learning Trading Bot for Interactive Brokers in Python
Mean Decrease in Accuracy Permutation Feature Importance
Mean Decrease in Accuracy Permutation Feature Importance
Auto Covered Call Rolling with Interactive Brokers API in Python
Auto Covered Call Rolling with Interactive Brokers API in Python