AI & device experiments • Context: personal Status: Prototype 2025–2026
Time-Series Prediction Prototype
A personal TensorFlow/Keras experiment using historical time-series data to predict future values.
My role
Developer — personal prototype
I prepared sliding-window data with Pandas and NumPy, experimented with sequence models and tested Mojo for rolling calculations.
Tools
TensorFlowKerasMojoPandasNumPyPython
Overview
The prototype explores data preparation and model evaluation for sequential prediction.
Technical details
The work involved preparing historical data for sequence prediction and exploring how preprocessing choices affect the experiment.
Outcome
The project remains a forecasting experiment.