DATA VIZ
Traffic Analysis Dashboard
Professional traffic analysis dashboard built with Streamlit for Iranian highway data with ML predictions and holiday integration.
CATEGORYDATA VIZ
STACKPython · Streamlit · Plotly · Scikit-learn
THE PROBLEM
Professional traffic analysis dashboard built with Streamlit for Iranian highway data with ML predictions and holiday integration.
MLpredictions on national highway traffic
OVERVIEW
Professional traffic analysis dashboard built with Streamlit for Iranian highway data with ML predictions and holiday integration.
TECH STACK
Python · Streamlit · Plotly · Scikit-learn
HOW I WORKED
01ScopeProfessional traffic analysis dashboard built with Streamlit for Iranian highway data with ML predictions and holiday integration.
02BuildImplemented with Python · Streamlit · Plotly · Scikit-learn.
03ShipDeployed into a live operational environment.
DECISION LOG
The calls I owned, the alternative I rejected, and the cost I accepted for each.
01
DECISION
Ship a focused operational tool
ALTERNATIVE REJECTEDWait for a broader platform rewrite
WHYProfessional traffic analysis dashboard built with Streamlit for Iranian highway data with ML predictions and holiday integration.
COST ACCEPTEDNarrower initial surface, faster time to value.
WHAT MOVED
BEFOREAFTER
StatusManual / fragmentedShipped and in use
OUTCOME
Streamlitdashboard for highway data
MLtraffic predictions with holiday calendar
WHAT I PRODUCED
PythonStreamlitPlotlyScikit-learn
WHAT I'D DO DIFFERENTLY
Professional traffic analysis dashboard built with Streamlit for Iranian highway data with ML predictions and holiday integration.