upul Goto Github PK

followers: 169.0 following: 23.0 repos: 64.0 gists: 2.0

Name: Upul Bandara

Type: User

Bio: An engineer by training, I love using data to build better, smarter products that have a positive impact on society. 🇱🇰 🇨🇦

Twitter: upulba

Location: Toronto Canada

Blog: https://lk.linkedin.com/in/upulbandara

Hi, I'm Upul 👋

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

💻 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.

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.

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

Let's Connect 🔥

Upul Bandara's Projects

aimeos-typo3

TYPO3 e-commerce extension for professional, high performance online shops

AIND, computer vision capstone project. This repo contains starting code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techniques.

aind-vui-capstone

AIND Term 2 -- VUI Capstone Project

aind2-nlp-capstone

artificial-intelligence-for-medicine

assignment1

Assignment 1: automatic differentiation

assignment2

Assignment 2: GPU Executor

aurora

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

behavioral-cloning

Third Project of the Udacity Self-Driving Car Nanodegree Program

carnd-advanced-lane-lines

Fourth Project of the Udacity Self-Driving Car Nanodegree Program

carnd-capstone

carnd-extended-kalman-filter-project

Extended Kalman Filter based sensor fusion system written in C++

carnd-extended-kalman-filter-project-1

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

carnd-kidnapped-vehicle-project

Particle Filter Implementation in C++

carnd-lanelines-p1

First Project Udacity's Self-Driving NanoDegree

carnd-mpc-project

CarND Term 2 Model Predictive Control (MPC) Project

carnd-path-planning

Path Planning Project of the Udacity's Self-Driving Car Nanodegree Program

carnd-pid-control-project

carnd-tensorflow-lab

Simple hello world example which shows how to write a convolutional neural network in TensorFlow

carnd-unscented-kalman-filter-project

Udacity: Unscented Kalman Filter Project

carnd-unscented-kalman-filter-project-1

carnd-vehicle-detection

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

chiphuyen

chocolate-quality-analysis

This repository contains a Jupiter notebook which describes how to use basic machine learning tools such Scikit-Learning, Pandas, and Numpy for buiding models.