upul / upul

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Hi, I'm Upul πŸ‘‹

I'm a Machine Learning Architect who loves to design, develop, and deploy machine learning-powered products and services.

  • πŸ’» Machine Learning Architect at Airudi

Recent Projects

Workplace Accident Risk Assessment and Prevention Recommendation System
Designed, developed, and deployed a chatbot for workforce accident prevention recommendation for a leading organization in Quebec Canada. More Details

Maritime Workforce Prediction and Allocation
Designed, implemented, and deployed machine learning models to predict and allocate workers for one of the Canadian ports.

Personal Projects

Behavioral Cloning
In this project, a Deep Neural Network is used to clone the behavior of human drivers.
Source Code

Aurora: Minimal Deep Learning Library
Aurora is a minimal deep learning library written in Python, Cython, and C++ with the help of Numpy, CUDA, and cuDNN.
Source Code

Segmentation of Roads Using Semantic Segmentation
Semantic segmentation using a fully convolutional neural network for segmenting road sections.
Source Code

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