XLSCOUT Ltd. specializes in AI-driven patent intelligence, providing advanced solutions for intellectual property (IP) strategy and innovation management. The company aims to enhance the accuracy and efficiency of patent-related tasks, such as claim chart generation and standards compliance mapping, through fine-tuned large language models (LLMs). This project addresses a critical challenge: general-purpose LLMs lack domain-specific […]

Boson AI is an early-stage startup of 30 scientists. They are building large language tools for interaction and entertainment. They are seeking interns from the University of Toronto to join them in their Toronto office. The intern will work on modeling and training LLMs, understanding and interpreting model behavior and aligning models to human values. […]

Trebble.fm is building the next generation of AI-powered audio and video editing software for everyday creators. The primary objective of this project is to implement a practical classifier system that can determine whether a section of an edited audio file sounds natural after text-based editing operations. Our approach will be focused on building a production-ready […]

Pillar Science améliore sa plateforme propulsée par l’IA qui connecte les chercheurs universitaires avec des partenaires industriels pour favoriser l’innovation et le transfert de connaissances. Ce projet vise à améliorer significativement la précision des recommandations pour les entreprises de niche en intégrant des sources de données alternatives. Le stagiaire développera des méthodes pour incorporer de […]

This project, in partnership with SimplyCast, aims to create a smart waste management solution to help the City of Regina reduce landfill waste and support its sustainability goals. Despite having waste collection schedules and reminders in place, many residents still lack the tools and awareness needed to reduce waste effectively. By using SimplyCast’s no-code automation […]

(1) Main activities of the partner Geotab is a global leader in telematics specializing in fleet management solutions to enhance operational efficiency, safety, and sustainability. For this project Geotab will be providing their vast collection of data from over 80,000 customers. Additionally, Geotab will provide the intern with support and structure within their data science […]

This research project aims to develop an AI-powered essay grading system that is both cost-effective and highly accurate. The project will explore how a dual-agent AI system, one that optimizes the cost and another that performs prompt refinement, can improve automated essay scoring at scale. By using advanced techniques such as Retrieval-Augmented Generation (RAG) and […]

Geotab creates hardware that it installs into customer vehicles. Telematic and video data from this hardware is collected and aggregated by its data platform where it can be used for analysis and machine learning endeavours to provide insights to customers. Large volumes of data are generated and must be ingested efficiently and accurately as well […]

Royal Trillium Homes Inc. is a startup focused on transforming the real estate industry through creating an innovative platform and data-driven solutions. Through extensive market research, incorporating insights from PricewaterhouseCoopers (PwC), Deloitte, and direct feedback from clients, agents, and brokerages, critical inefficiencies exist. Currently the real estate industry relies on outdated processes, leading to mismatched […]

Geotab is a global leader in IoT and connected transportation, providing valuable insights to over 80,000 customers worldwide by collecting more than 4 billion data points daily. The Safety & Video Analytics team at Geotab currently detects vehicle collisions using in-house machine learning models on telematics data. However, the severity of crashes is currently assessed […]

The partner, Boson AI Inc., is a leading AI solutions provider, specializing in customized model serving for businesses. Through this project, Boson AI aims to tackle key challenges in improving the reasoning capabilities of large language models (LLMs). While techniques like Chain-of-Thought prompting have shown promise in improving LLM performance on complex tasks, they remain […]

Geotab, the global leader in connected vehicle and asset solutions, leverages advanced data analytics and AI to enhance fleet performance, safety, and sustainability while optimizing costs. Backed by a team of industry leading data scientists, engineers, and AI experts, we serve over 50,000 customers across 160 countries, processing billions of data points hourly from more […]