Ready for Sheridan Datathon 2025

Analyzing Data.
Building the Future.

We are the Sheridan Sigma Squad. A collective of data enthusiasts, developers, and designers turning raw data into actionable insights.

Data Visualization

Who We Are

Bridging the Gap Between Data & Design

Formed specifically for the Sheridan Datathon 2025, the Sigma Squad represents the intersection of statistical analysis and creative problem solving.

Our mission is to leverage machine learning and predictive modeling to tackle real-world challenges, all while maintaining a user-centric design philosophy.

  • Big Data Processing
  • Machine Learning Models
  • Interactive Visualization

The Challenge

Our proposed solution for this year's theme: Predictive Analytics in Urban Planning.

1. Identification

Identifying high-traffic congestion zones using historical GPS data and municipal sensor arrays.

2. Processing

Applying Python-based clustering algorithms to categorize traffic patterns and predict peak load times.

3. Solution

A responsive web dashboard that allows city planners to simulate traffic diversion strategies in real-time.

Tech Stack Used

The Squad

Meet the Minds

Ernani Fantinatti

Ernani Fantinatti

AI/ML Data Engineer & Team Lead

Broinson Jeyarajah

Broinson Jeyarajah

Frontend / Backend

Youstina Botros

Youstina Botros

Data Analyst / Python

Nguyen Anh Khoa Tran

Nguyen Anh Khoa Tran

Data Analyst

Christian George-Igbinidu

Christian George-Igbinidu

UX / Frontend

Proudly Supported By

Official Partners of Sheridan Datathon 2025

See us at the Datathon!

We are excited to present our findings. Stop by our table or reach out to discuss our methodology.

SSS Sheridan Sigma Squad

© 2025 Sigma Squad. Built for Sheridan Datathon.