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upul/README.md
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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

Let's Connect πŸ”₯

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  1. Behavioral-Cloning Behavioral-Cloning Public

    Third Project of the Udacity Self-Driving Car Nanodegree Program

    Python 234 101

  2. Aurora Aurora Public

    Minimal Deep Learning library is written in Python/Cython/C++ and Numpy/CUDA/cuDNN.

    Python 102 9

  3. CarND-Vehicle-Detection CarND-Vehicle-Detection Public

    Forked from udacity/CarND-Vehicle-Detection

    Vehicle Tracking and Detection Project Submitted for Udacity's CND using Traditional Computer Vision and Machine Learning Techniques.

    Jupyter Notebook 69 36

  4. Semantic_Segmentation Semantic_Segmentation Public

    Semantic Segmentation using Fully Convolutional Neural Network.

    Python 58 30