Portfolio & Projects

Technical ideas, put into practice.

Explore data analytics, machine learning, forecasting and web development projects, with technical context, selected tools and public GitHub repositories.

Quick answer

What projects does Soumi Ganguly feature?

The portfolio features data analytics, machine learning, forecasting and web development projects, each with technical context, selected tools and a link to the public GitHub repository. Use the filters or search to find a topic or tool such as Python, R, ARIMA or YOLOv5.

  • Topics: Data analytics, AI/ML, forecasting, computer vision, web development
  • Tools: Python, R, SQL, Jupyter Notebook, scikit-learn, PyTorch, OpenCV
  • Evidence: Public GitHub repositories and notebook outputs
  • Related: data and AI services, education
PUBLIC WORK, AUTOMATICALLY CONNECTED

Projects & public repositories.

View GitHub profile
SELECTED WORK FROM MY CV

Applied projects.

Tools and scope drawn
from my supplied CV.

Traffic scene representing object detection
Project topic photograph
Computer vision

Real-Time Object Detection

Object recognition and tracking in dynamic environments, combining detection models with real-time processing.

YOLOv5OpenCVPyTorch
Explore project
Game controller representing gameplay classification
Project topic photograph
Machine learning

AI-Driven Cheat Detection

Classification experiments using Random Forest and support vector machines to identify behavioural patterns.

PythonPandasscikit-learn
Explore project
Students collaborating on a laptop representing online learning
Project topic photograph
Web development

Virtual Learning Environment

An online learning application developed at UR Technology and Computers with responsive interfaces and server-side functionality.

PHPSQLHTML/CSS
Explore project
Additional notebook output from the PM2.5 air quality forecasting project
Notebook output
Forecasting

PM2.5 Air Quality Forecasting

Time-series modelling with AIC/BIC model selection and rolling-origin validation for daily air-quality data.

PythonARIMASARIMA
Explore project
A FEW USEFUL ANSWERS

Your questions,
answered.

What kinds of projects are shown here?

Data analytics, machine learning, forecasting and web development projects, with the tools used and a link to the public repository for each.

Can I see the code?

Yes. Each project links to its public GitHub repository, and many include notebook output so you can follow the method.

Can I commission similar work?

Yes. Describe your goal and data on the contact page and the scope can be discussed before work begins.

YOUR NEXT PROJECT

Your next project.
A clear way forward.

Seen a project that resembles your need? Tell me your goal and data, and let’s scope a similar piece of work.

Hire Mecontact@soumiganguly.com
LET'S CONNECT

Connect with Soumi Ganguly

Have a project in mind? Reach out directly or explore my professional work.