Work
Analytics & BI·2022
Web Stock Predictor
Web app for Yahoo Finance data with ML classifiers/regressors.
Role
Builder
Stack
PythonFlaskTensorFlowscikit-learnPlotly
Impact
On-demand ML signals
Problem
Retail traders needed interpretable charts + ML signals on demand.
Architecture
Python · Flask · TensorFlow · scikit-learn · Plotly.
Key decisions
- Interpretability first.
Outcome
On-demand charts + ML signals.
What I learned
Predictive products live or die on UI clarity, not model accuracy.
What's next
Backtesting engine.
Next
Browse more selected work