Forecasting Profitability of Real Estate Assets using Machine Learning

This research project aims at applying machine learning over the existing financial forecasting methods currently employed in the commercial real estate industry. Businesses are actively collecting more data than what can be analyzed effectively using the standard spreadsheet models which have become industry standard over the past few decades. Machine learning algorithms are known to […]

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Development of spinal associative stimulation using motor point stimulation

Studies have shown that delivering combination of two stimulation can improve muscle responses and related nerve function in spinal cord injury patients and able-bodied people. Typically, a painless magnetic stimulation through the scalp over the brain, and electrical stimulation to the knee over a peripheral nerve (a nerve that sends signals to muscles and receives […]

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Development of Carbon Nanotube based Impdance Sensor

The goal of this project is to design a Carbon Nanotube thin film-based sensor for the detection of heart failure biomarkers. The student will participate in the sensor fabrication group. He will learn Micro-fabrication related techniques and knowledge; such as Carbon Nanotube thin film synthesis using Chemical Vapor Deposition, Microfluidic channel fabrication and gold film […]

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BIM-Driven Spatial Planning and Permitting Efficiencies for Municipalities

Recent technological advances in the architecture, engineering, and construction (AEC) industry, including the implementation of Building Information Modelling (BIM) and automated data capturing tools, have enabled the AEC industry to commence its digital journey in the era of big data. Over the last decade, electronic permitting (e-permitting) practices have been introduced in many municipal jurisdictions […]

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Wet-Lab/RNA Biology & Bioinformatics/Computational Biology

The proposed research involves both a laboratory component and computational component. Lab research will involve optimization of fork-ligation, optimization of DNA-RNA hybrid ligation, and methods necessary or advantageous in library preparation procedure. The bioinformatics/computational biology research will involve the integration of software packages from the group into the Galaxy Server, expression analysis of small RNA […]

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Encapsulation of lipophilic compounds into saponin micelles

This research project would entail developing a system to encapsulate compounds in order to protect them during processing, storage and digestion. Saponins are a compound found in pants that are made up of water attracting and water repelling components. This balance allows them to group together to form groups of saponins called micelles with the […]

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Safe and Smooth Path Planning for Autonomous Robot Navigation

Clearpath Robotics has developed an accurate GPS navigation system that enables autonomous robots to move in outdoor environments. However, to move toward a target location and avoid obstacles along the path, a path planner is required. The objective of this project is to develop, tune and modify an efficient path planner for the robot in […]

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