projects
Featured personal projects—AI agents for investment research and LSTM-based market modeling.
Selected work from my GitHub. For more repositories, see repositories or github.com/jbsdoki.
Jump to: ADK agent · LSTM model
AI agent for stock market investment research
Jun 2025 – Jul 2025 · Personal project
Built with the Google Agent Development Kit (ADK) and Gemini: an agent that searches the web and uses the Yahoo Finance ecosystem (via yfinance) to gather data for stock research—historical performance, forward-looking context, and current valuations.
Architecture: a manager agent coordinates flow, with three sub-agents focused on past performance, future performance outlook, and current valuations and market data.
Skills: Google Agent Development Kit (ADK), Gemini, Python, web scraping, Yahoo Finance / yfinance
LSTM machine learning model for stock prediction
Jan 2025 – Feb 2025 · Personal project
A TensorFlow Keras LSTM model trained on historical market data: given a window of N trading days, the model predicts direction or behavior for day N + 1.
The repo covers experimentation, data preparation with Pandas, and training/evaluation workflows for time-series forecasting.
Skills: TensorFlow, Keras, LSTM, Pandas, Python