You will get AI traffic forecasting models and interactive data dashboards
Project details
Traffic Volume Prediction & Congestion Classification System
Need precise traffic forecasting or custom predictive modeling for your business or project? I will build an end-to-end Machine Learning pipeline that analyzes historical traffic and environmental data to accurately forecast traffic volume and classify congestion levels in real time.
What You Get:
Full data preprocessing, feature engineering, and exploratory data analysis (EDA).
Trained regression and classification models tailored to temporal and weather inputs.
An interactive Streamlit web interface for real-time model inference and predictions.
Clean, well-documented source code and notebook deliverables.
Need precise traffic forecasting or custom predictive modeling for your business or project? I will build an end-to-end Machine Learning pipeline that analyzes historical traffic and environmental data to accurately forecast traffic volume and classify congestion levels in real time.
What You Get:
Full data preprocessing, feature engineering, and exploratory data analysis (EDA).
Trained regression and classification models tailored to temporal and weather inputs.
An interactive Streamlit web interface for real-time model inference and predictions.
Clean, well-documented source code and notebook deliverables.
Machine Learning Tools
GitHub Copilot, NumPy, XGBoostWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 4 |
Number of Graphs/Charts | 2 | 5 | 10 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
About Marie
Other - Software Development | Digital Electronics, C++, Command, Mud
Cairo, Egypt - 2:39 pm local time
COMPUTER
ENGINEERING
STUDENT
PROFILE
Computer and Systems Engineering student with a strong foundation in C++ programming, digital
logic, and hardware-software integration. Interested in software development and problem solving, and
currently seeking internship opportunities to apply technical skills, gain industry experience, and
contribute to innovative projects.
PROJECTS
Digital Lock / Access System
project: using only hardware
components
Command-Line Calculator (C++
Project)
Complex Number Calculator
(Classes & Objects)
Solar Tracker project:
Developing a Single-axis Solar
Tracker Using a DC Motor using
only hardware components
Design and Implementation of
Power Supply Circuit
Audio Amplifier Circuit Design
and Implementation
Audio Signal Characterization &
Filtering Project using Matlab
Steps for completing your project
After purchasing the project, send requirements so Marie can start the project.
Delivery time starts when Marie receives requirements from you.
Marie works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Gathering & Data Transfer
We discuss your specific goals, target metrics, and project timeline. You provide the dataset (or data sources/APIs) and any domain guidelines.
Data Preprocessing & Exploratory Analysis (EDA)
I clean the data, handle missing values, and engineer essential features (such as temporal variables like hour, day, and month, plus weather metrics) to prepare it for optimal model performance.