The Master of Data Science program at UBC works with an extensive network of partners including start-ups, government, higher education, IT, finance, etc.... These partners were key contributors to the design of the program, and also continue to provide students with the opportunity to get real-world experience in a variety of different roles and industries through their eight-week capstone project.
Featured Capstone Projects
FINLY TECHNOLOGY CORP. - MDS Vancouver
Find Me the Better Product!
Questrade Financial Group - MDS Okanagan
Leveraging Machine Learning to Predict Directional Price Changes for Financial Securities
BC Ministry of Environment and Parks - Site Remediation Program
Classifying Contaminated Sites Records
Vancouver
AgriGates
Machine Learning Pipelines for Wearable IMU-Based Behavior Classification (Auto-Coding)
ALS Global
Rethinking Recruitment: Let LLMs Find the Right Fit
BC Centre for Disease Control
Uncovering Opioid Poisoning and Dependence Patterns in Emergency Care Data
BC Children's Hospital
Uncovering the Impact of Computerized Ordering on Pediatric Laboratory Testing
BC Children's Hospital Research Institute (UBC)
Reproducible Framework for Multi-Omics Analysis in Inflammatory Bowel Disease (IBD)
BC Parks
Image Analysis of Park Infrastructure
Beaty Biodiversity Museum
Reconciling Data Authorities
Boreal Avian Modelling Centre, Biodiversity Pathways
Boreal Bird Dashboard: Model Insights for Improved Conservation
Clarius Mobile Health
Scanning the Landscape: Predictive Analytics of External Factors on Clarius Scanner Sales
Department of Fisheries and Oceans
Project #1: From Data to Decisions: Automating Weekly Barkley Sound Salmon Stock Assessment Bulletins Project #2: Streamlining the West Coast of Vancouver Island Chinook Salmon Run Reconstruction
ETS
Equity by Design: Smarter Visuals for Smarter Decisions
GOcxm
Project #1: Image Forensics & Fraud Detection AI Project #2: Retail Display Compliance Automation Model
Justice Institute of British Columbia
Modeling Costs of JIBC Tuition Programs
Kai Analytics International Inc. and the Accrediting Commission for Community and Junior Colleges (ACCJC)
Beyond the Balance Sheet: Linking Student Outcomes to Financial Sustainability
Klick Health (Applied AI Team)
From Posts to Personas: Data-Driven Patient Segmentation from Social Media
Litefarm / University of British Columbia
Integrating Advanced Sustainability Analytics Into the LiteFarm Dashboard
PavePal Technologies Inc.
Project #1: Evaluating Vision-Language Models for PASER-Based Asphalt Pavement Assessment from Imagery Project #2: Grounded AI for Road Maintenance Decisions: Evaluating Retrieval Quality and Failure Modes
Providence Health Care - Foundry BC
Building Foundry Youth Journey Map
ResponsiveAds
Data-Driven Generation of Digital Ad Creatives
Seaspan Corporation
Automation of Data Extraction from Sustainability Documents for Regulatory Compliance
Square One Insurance Services
Project #1: Content2Conversion - linking content themes to sales impact Project #2: Predicting Home Attributes from Satellite Imagery
Stellar Education Vancouver
AI Student Progress Tracker
Tandem Research
Adverse Patient Outcome Prediction with Multimodal Data
TeejLab
Machine Learning Classification of APIs in Code Repositories
Trilemma Foundation
Project #1: Delivering Elite European Football (Soccer) Analytics Project #2: Improving Institutional Bitcoin Accumulation Strategies
UBC Faculty of Land and Food Systems - Animal Welfare Program
MooVision: Automated Detection of Cross-Sucking in Dairy Calves Using Computer Vision
UBC's Department of Statistics
How Data Scientists Use LLMs
Vaccine Evaluation Center, BC Children's Hospital Research Institute
Project #1:Medical Dictionary for Regulatory Activities [MedDRA] Autocoder Project #2: Data Integration of 35 years of vaccine preventable disease surveillance with IMPACT
Vancouver Whitecaps FC
ChatVWFC – Player Search for Scouting
Vrify
Deep Learning–Based Prediction of Soil Geochemistry Using Multi-Source Raster Data
Okanagan
Advanced Micro Devices Inc. (AMD)
Data Visualization Tool for AMD PSO Vulnerability Knowledgebase
EmberCure Solutions Inc.
AI-Driven Wildfire Detection: Building Accurate and Scalable ML Models
Fujitsu Intelligence Technology
Suspicious Behaviour Detection in Security Footage
Happipad
Optimizing Housing Outcomes and Matching Efficiency
Hyper Hippo Entertainment
ChurnSoon Prediction Model
TerraSense Analytics
Benchmark Test Dataset Creation for Balanced Classification of Targets in Image Database
UBC Department of Planning and Institutional Research (PAIR)
GradPaths: Mapping Alumni Careers
UBC Okanagan Office of the Provost and Vice President Academic
Applying NLP Techniques to Automate High Impact Processes at UBC Okanagan
Computational Linguistics
UBC Department of Psychiatry
Integrating Voice and Other Modalities for A Cancer Navigation Chatbot
Canadian Sexual Understanding & Education for Digital Equity (SUEDE) Society
A Bot NOT Named S.U.E. - Expanding AI Personas in Sexual Health Education
Consulting Governance Industry (CGI)
Project #1: Recruitment Optimizer Project #2: RFP Intelligence Analyzer
Ednoda Education Inc.
Curriculum-Aligned ESL Sentence Recommendations
Jeppesen ForeFlight
Analyzing ATC Voice Communications for Enhanced Aviation Insights
Tandem Research
Minimizing Hallucination in Conversational AI and Summarization
UBC Cancer Department of Physical Therapy
Chatbot-Supported Cancer Rehabilitation
Past Capstone Projects
aDolus - MDS Vancouver
2023: Can AI Spot Risky Software in Critical Infrastructure? 2020: Unearthing Hidden Vulnerabilities in Mission Critical Software
Agriculture and Agri-Food Canada - MDS Okanagan
2023: Project #1: Develop a Dashboard for the Existing Data and Fruit Photographs Project #2: Image Analysis for Apple Fruit Scans for Flesh Density Measurement 2022: (Science and Technology Branch): Exploring Optimal Machine Learning Models for Predicting Crop Yield at Township Level 2020: Improving Cherry Grading
AgriGates - MDS Vancouver
2025: Advancing and Exploring Video Annotation and Auto-Annotation Models for Animal Behavior Studies.
AIQ Technologies - MDS Okanagan
2024: AI Investment Agents
ALS - MDS Vancouver
ALS GoldSpotDiscoveries 2024: Towards Decentralized Training of Machine Learning Models for Bone Cancer Detection 2023: A Study on the Effects of Representation Bias on AI Performance and Methods of Mitigating it 2022: Project #1 Detection and Mitigation of Data Drift and Model D Project #2: Panorama Stitching of Core-Photos 2021: Automated Drill Core Logging Through the Lens of Machine Learning and Deep Learning 2020: Core Photo Analysis ALS GeoAnalytics 2025:Project #1: A Framework for Carbon Emissions in AI Models Project #2: Explainable AI for Obtaining Mineralogical Insights: Visualizing Predictions in Deep Learning Models
Analytika - MDS Vancouver
2024: Production Line Robotics Arms Vision Recognition 2021: Transforming Customer Experiences 2020: Project #1: Smart Agriculture Project #2: Wells Timelines
Autograph Analytics - MDS Vancouver
2025: Online-to-Offline Attribution with Vehicle Sales and Digital Marketing
Autozen Technology - MDS Vancouver
2024: Autozen Recommendation Engine 2023: Autozen Valuation Guru
Bayes Studio Inc. - MDS Vancouver
2025:Project 1: AI-Driven Wildfire Prediction and Data Integration Platform Project 2: AutoML CI/CD/CT: Continuous Training and Deployment Pipeline
BC Centre on Substance Use - MDS Vancouver
2021: Using Data Science to Identify and Visualize Novel Compounds in Illicit Drug Checking Samples
BC Children’s Hospital - Digital Lab
MDS Vancouver
MDS Computational Linguistics
2025: A Safety-focused AI Tool for Hospital Discharge Support
BC Injury Research and Prevention Unit - MDS Vancouver
2025: Creating Online Interactive Injury Data Visualizations
BC Stats
MDS Vancouver 2021: Understanding Voting Method Choices in the 2020 BC General Elections 2020: Text Analytics: Quantifying the Responses to Open-Ended Survey Questions 2019: Quantifying the Responses to Open-Ended Survey Question 2018: Discovering Thematic Categories from Survey Comments 2017: Empowering Employee Engagement through AI - Government of BC MDS Computational Linguistics
2023: Improving BC Data Catalogue with NLP Techniques
BCMEA - MDS Vancouver
2019: Improving Labour Forecasting to Promote the Competitiveness of BC Ports
Better Dwelling - MDS Computational Linguistics
2020: Does News Report Manipulate Financial Markets
BGC Engineering
MDS Computational Linguistics
2022: Social Landslides: Improve NASA Global Landslide Catalog with Automated Social Media Mining MDS Vancouver
2023: Predicting the Largest Floods in Canadian Rivers 2020: Project #1: How high’s is the water mama?…Data Driven Flood Forecasting 2020: Project #2: Undisclosed Tailings Dams…Automated Tailings Dam Detection from Satellite Data 2019: Automated Landslide Detection and Delineation from LiDAR Images 2018: Anomaly Detection and Flood Forecasting using Real-time Hydrometric Data
Biba Ventures - MDS Vancouver
2020: Using Machine Learning to Predict Playground Usage
Boeing
MDS Vancouver
MDS Computational Linguistics Automating National Flight Data Digest Data Parsing for Jeppesen Updates
Brilliant Automation - MDS Vancouver
Predictive Maintenance of Manufacturing Machinery
British Columbia Investment Management Corp. (BCI)
MDS Vancouver
2021: What Can SEC 10-K Textual Disclosures Tell Us About a Firm’s Earnings Quality and Future Stock Returns? MDS Computational Linguistics
2023: Topic Modeling on SEC 10-K Filings 2022: What Can SEC 10-K Textual Disclosures Tell Us About Climate Risk?
Broadsight Technology - MDS Okanagan
Data Visualization for Media Interactions
Calgary Police Service - MDS Computational Linguistics
2024: Call Type X99- Miscellaneous 2023: Identification and Classification of Interactions between Police and Persons with Mental Disorders/Illnesses (PWMI)
Canadian Campus Wellbeing Survey and UBC - MDS Vancouver
2022: Impact of COVID-19 on Student Mental Health: Lessons from the CCWS
Canucks Sports & Entertainment - MDS Vancouver
2025: Analyzing Ticket Buyer Trends to Identify Potential Season Ticket Member 2024: Ticket Pricing Analysis of the Vancouver Canucks
Cenovus - MDS Vancouver
2021: Using Time Series Temperature Data to Determine Well Productivity
Changing Ocean Research Unit, Institute for the Oceans and Fisheries, UBC - MDS Vancouver
2024: Can You Afford Sustainable Seafood in the Future Under Climate Change?
City of Kelowna - MDS Okanagan
2019: Preparing for the Next Chapter of Culture in Kelowna
Citysage by Reliance Foundry - MDS Vancouver
2023: Noise Pollution: Spatial Modelling and Visualization of Urban Sound Levels 2022: LiDAR Object Detection and Classification for Cities
Coast Mountain Bus Company - MDS Vancouver
2017: Bringing clarity to transit congestion
Corporate Finance Institute Education Inc.
2022 (MDS Vancouver) Project #1: Recency, Frequency, and Monetary Value Analysis (RFM) Project #2: Sales Forecasting 2022 (MDS Computational Linguistics): Project: Course Writing Style Analysis / Learner Feedback Analysis
Craver Solutions - MDS Okanagan
Understanding Success in Local Business Mobile and Web Apps
Creative Destruction Lab Vancouver - MDS Vancouver
2025: From Application to Graduation: Uncovering Patterns of Venture Success
CRIM (now Luqia Montreal) - MDS Computational Linguistics
2020: Discovering Words by Their Neighbours: a Dissimilarity-Based Concordance
CultureFoundry (now Language Foundry) - MDS Computational Linguistics
2022: Ojibwe Conjugator Python Rewrite
Cymax Group Technologies - MDS Vancouver
2023: Product Knowledge Graph
Defined Finance Ltd. - MDS Vancouver
2022: DeFi Dashboard: Follow and Forecast the Money
Destination British Columbia - MDS Vancouver
2018: Predicting Conversion Rates for Tourism Advertisements on Facebook and Instagram
Dialpad
MDS Vancouver Project #1: Detecting Emerging Topics, Trends and Anomalies from Call Center Transcripts Project #2: Understanding & Predicting Customer Satisfaction Using Vocal Features MDS Computational Linguistics 2024: Language Modeling for Code-Switched Speech Recognition 2021: ASR Data Inspector
DIVISIN AI - MDS Okanagan
Secondary Rental Housing Supply Intelligence
E-Comm 9-1-1 - MDS Vancouver
2020: SOP Consolidation to Save Lives and Property
2019: Saving Lives and Protecting Property with a Predictive Staffing Model
Faber Connect - MDS Vancouver
2024: Predicting No-Shows and Job Success in Construction
Fathom - MDS Vancouver
2025: Dialogue2Data (D2D) - Transforming Interviews into Structured Data for Analysis
Finn AI - MDS Vancouver
2018: Helping AI Recognize Intent
Fleetmetrica Inc. - MDS Okanagan
2021: Developing a Fleet Risk Model Using a Machine Learning Approach
2020: Driver Risk Assessment Model Using Telematics Data
Fresh Prep - MDS Vancouver
2019: Predicting Customer Order Probabilities
Gerontology and Diabetes Research Laboratory (GDRL)
MDS Vancouver
2021 Project #1: Machine Learning Approaches to Diagnosing Lipohypertrophy at the Bedside Project #2: Machine Learning Approaches to Falls Prediction in Long Term Care MDS Computational Linguistics
2024: AI Screening of Spontaneous Speech to detect Alzheimer's Related Article
GetintheLoop - MDS Okanagan
2019: Customer Engagement Factors for Online Marketing
Glentel
MDS Computational Linguistics
2021: Voice of Employee and Customer MDS Vancouver
2022Project #1: Practical People Analytics for Predicting Employee Performance Project #2: Practical People Analytics for Predicting Retention 2021: People Analytics 2020: Making sense of people data
Government of Canada Web Analytics Team
MDS Vancouver
2021: Determining the Use Cases Across Data Science Sub-Fields for the Government of Canada's Web Analytics Operations MDS Computational Linguistics
2021: Capturing What Users go to Canada.ca to Do
Greenspace Mental Health - MDS Okanagan
2024:Project 1: Benchmarking and Predicting Mental Health Assessment Scores Project 2: Model Pipeline for Predicting Patient Interventions Project 3: Therapeutic Alliance
HCL Technologies - MDS Vancouver
2025:Project #1: AI-Based Visual Guidance System for the Visually Impaired. Image and Video Analysis Model for Safe Navigation in Building Premises Project #2: Evaluating Large Language Models for Incident Resolution
Heron Law Offices and AIMICI [civil society organization] (joint venture) - MDS Vancouver
2025: Increasing Public Data Transparency for Immigration Law in Canada
Heyday by Hootsuite - MDS Computational Linguistics
2022: Is it “Yes” or “No”: Negation-Aware Named Entity Recognition in the E-commerce Domain
heymate! Rewards Inc. - MDS Vancouver
2025: Customer Retention, Supercharged
Hockey Canada - MDS Okanagan
2022: Growth and Retention Strategy – Data and Research Analysis
Hootsuite - MDS Vancouver
2021: Customer Segmentation Using Hootsuite Product Usage Data
Illuminex AI - MDS Vancouver
Airfield Hazards: Bird Tracking at Airports
Impact Canada (Impact and Innovation Unit, Privy Council Office)
MDS Vancouver
2024: Measuring Innovation Through Knowledge Production MDS Okanagan
2024:Using Open Databases to Explore Feasibility and Relevance of Investment Analysis for Impact Canada Challenges
Indeed - MDS Computational Linguistics
2021: Automatic Inference of Reader Attributed from Blog Content
Informed Opinions - MDS Computational Linguistics
2020: NLP for Social Change – The Gender Gap Tracker
Insurance Corporation of BC - MDS Vancouver
2023: Image Recognition of Vehicle Odometer Readings
Interior Health - MDS Okanagan
2020: Patterns of drug checking service use and results associated with a music festival in BC’s Interior region
2018: Determinations of Populations affected by Fatal and Non-fatal Overdoses
JustPractice Technologies Inc. - MDS Okanagan
Kai Analytics and Survey Research Inc. - MDS Computational Linguistics
2023: Research and Development of New Topic Clustering and Sentiment Models for Web-based Qualitative Analysis Application (Unigrams)
Katalon Inc. - MDS Computational Linguistics
2022: Autonomous Software Testing Generation
Kelly Klee Insurance - MDS Okanagan
2020: Predictability of Kelly Klee Customers
KonectAi - MDS Computational Linguistics
2023: Intelligent AI Based Car Descriptions
LexSelect Technologies Inc. - MDS Computational Linguistics
2025: Automated Litigation Chronology Generation
Litefarm / University of British Columbia - MDS Vancouver
2025: Interactive Dashboard for Real-Time Agricultural Insights 2024: Empowering Agriculture: Enhanced GHG Emissions Modeling
MDA - MDS Vancouver
2020: Image Captioning of Overhead Earth Observation Imagery
Merchant Growth - MDS Vancouver
2020: Merchant Score: Intelligent Credit Decisioning for Risk Management
Microsoft - MDS Vancouver
2018: Web traffic Prediction for msn.com
Minerva Intelligence - MDS Computational Linguistics
2020: Mineral Occurrence Text Extractor
MNP Technology Solutions - MDS Okanagan
2021: E-commerce and it's Challenges
MyLivingCity - MDS Computational Linguistics
2024: MyLiving City Community Discussion Platform (i.e. MyLiving City App)
Natural Resources Canada - Canadian Forest Service - MDS Vancouver
2025: Remote Sensing for Forest Recovery
Nautical Crime Investigation Services - MDS Vancouver
2025: Semi-supervised vessel trajectory analysis for unregulated fishing activity detection
Neotoma Paleoecology Database (University of Wisconsin - Madison)
2023: Finding Fossils in the Literature
Newsly Technologies Inc. - MDS Vancouver
2021: Audio Listening Preferences
Ocarina Studios - MDS Computational Linguistics
2025: QA Dataset Retrieval - Infinite Knowledge for Fun
Okanagan Planning and Institutional Research - MDS Okanagan
2019: Using Machine Learning for Sentiment Analysis in Survey Text Responses
Olyns - MDS Vancouver
2023: The Price Is Right! 2022: Prune CNN Models to Help People Go Green
OraQ AI - MDS Vancouver
2022: NLP to Untangle the Complex Web of Dental Conditions
Orbis Investments - MDS Vancouver
2021: Earning Calls Deception Analysis
Pacific Salmon Foundation - MDS Vancouver
2025: Pinniped Monitoring Machine Learning and Data Visualization Tools
PaybyPhone - MDS Vancouver
2021: Anomaly Detection
2020: Crowdsourced parking locations
Population Health Surveillance and Epidemiology Branch, Office of the Provincial Health Officer, Province of British Columbia - MDS Vancouver
2025: Forecasting Excess Mortality Due to Extreme Temperatures in British Columbia, CanadaRelated Article 2022: BC Chronic Disease Visualization and Trend Analysis with R Shiny
Projectlink - MDS Okanagan
Properly Inc. - MDS Vancouver
2021: Image Processing: Quantifying the Home Condition from Property Images
Providence Health Care Providence Health Care - MDS Vancouver
2019: Forecasting of Staffing Needs
Quebec Iron Core - MDS Vancouver
2019: Project #1: Rock Predictor 2019: Project #2: Implementing a CNN to Segment Rock Types
QxMD - MDS Vancouver
2019: Project #1: Generate cross-product recommendations
2019: Project #2: Delivering Better Care Through Education
2018: Building a Recommendation System for Medical Research Papers
Realtor.com - MDS Vancouver
2021: Project #1: Identifying Real Estate Investment Opportunities Using Machine Learning
2021: Project #2: Will They, or Won't They? Return User Prediction
2020: Photo-realistic Neighborhood Image SynthesisRelated Article
2019: Estimate the Value of Key Local attributes used in buying decisions
Rio Tinto
Expand to View All Past Capstone Projects MDS Vancouver
2024:Project #1: FaultSENS Project #2: ProjectDrillSense 2023: Clean Sat 2017: Tools for Analyzing Mining Drill Data MDS Computational Linguistics
2024: MetaSense 2023: Event Scraper
Riversol - MDS Vancouver
2022: Forecasting the Success of Online Lead Generation
2020: E-Commerce Domination in Highly Competitive Markets Driven by Data Science
Rocketbrew Inc.
MDS Vancouver 2024: Generative AI Icebreaker - Wildcard Clickbait 2022: Creating (figurative) ecommerce shopping aisles with ML MDS Computational Linguistics 2024:Project #1: Finding Patterns of Success - Magic Evaluation Project #2: Personalized Magic- Generative AI Icebreaker Related Article 2023: Automated E-commerce Window Shopping via NLP
SAP - MDS Computational Linguistics
2022: ClearlyDefined: Intelligently Summarizing Software Licenses
SAP and Teejlab - MDS Vancouver
2019: Enhancing the Teejlab Analyzer for Data Service Agreements
Scotiabank - MDS Okanagan
2019: Sampling Methodology for Time-Dependent Data
Seahorse Strategies Inc. - MDS Vancouver
2024: Seahorse Strategies: UBC Stock Portfolio Allocation Formula 2022: Data Analytics for Stock Market Trading 2020: Seahorse Momentum Indicator (SMI) 2019: Predicting the Stock Market
Seasalt.ai - MDS Computational Linguistics
2023: TNITN for State-of-the-Art Speech Technologies 2022: Project #1: Bridging the Chasm: from Voice Data to Voice Intelligence 2022: Project #2: AMA About Your Business in a Mirror World Related Article
Seaspan Corporation - MDS Vancouver
2023: Development of Operation and Maintenance Analytics Platform for Container Ships
Seekers Media - MDS Okanagan
2019: Marketing Campaign Visualization and Audience Impact
Semios - MDS Vancouver
2018: Binary Classification of Leaf Wetness Using Sensor Data
Sensing in Biomechanical Processes Lab (SimPL) - MDS Vancouver
2022: Towards a Simplified Method for Video Confirmation of Head Impact Events in Contact Sports
2021: Extracting and Visualizing the Human Brain State Using EEG Data
Sensorimotor Physiology Laboratory, School of Kinesiology, UBC - MDS Vancouver
2025: Is it Me or Is There Someone in My Head?
Side. - MDS Vancouver
2024: AI-Driven Real Estate Insights: Revolutionizing Pre-Construction Sales
Siemens Healthineers - MDS Okanagan
2024: Characterization and Optimization of Biosensor Waveforms 2023: Text Analysis of Biosensor Manufacturing Data 2022: Anomaly Detection in Biosensor Waveforms 2021: Image Classification of Biosensor Prints
Sitewise Analytics - MDS Vancouver
2023: Restaurant Segmentation Analysis 2022: Determining Restaurant Sales Performance Drivers through Feature Selection 2019: Forecasting Restaurant Sales with Mobile Device Location Data
Slalom Consulting - MDS Vancouver
2023: Power Price Prediction - a Short-Term Forecast
SRK Consulting (Canada) Inc. - MDS Vancouver
2024: Project #1: Benchmarking Tailings Facility Risks Project #2: Developing Novel Methods for Liquefaction Prediction
Statistics Canada - MDS Okanagan
2023 Project #1: Exploring the Use of the Real-Time Local Business Conditions Index to Forecast Economic Trends (Real-time Local Business Conditions Index) Project #2: Data Exploration and Integration Lab, Statistics Canada: Segmentation of the Statistics Canada’s Set of Proximity Measures – A Clustering Algorithm Approach (Centre for Special Business Projects - Business Accelerators and Incubators Database) 2022 Project #1: Assessing Google Trends Data Project #2: Innovating with Web-Scraped Data to Inform Impact Canada’s Challenges Project #3: Analysis of Rural Business Performance 2021 Project #1: Assessing Google Trends Data Project #2: Innovating with Web-Scraped Data to Inform Impact Canada’s Challenges Project #3: Analysis of Rural Business Performance 2020 2020: Bringing Understanding to the COVID-19 Outbreak in Ontario Related Article
Strait of Georgia Data Center (Pacific Salmon Foundation) - MDS Vancouver
2024: Survival Analysis System for Salmon in the Salish Sea
Suncor Energy Inc. - MDS Vancouver
2022: Modelling Heat Exchanger Units to Optimize Cleaning Schedules
Takeoff - MDS Computational Linguistics
AI Replica for Jobseekers
TeejLab - MDS Vancouver
2018: Automated Legal Risk Assessment on Web Service License Changes
Teejlab Inc. and UBC Sauder - MDS Vancouver
2022: An Analytical Framework for Quantifying API Risks
Terra Sense Analytics Ltd. - MDS Okanagan
2022: Increase Performance of a Deep Learning Instance Segmentation Model Using Data Augmentation and Model Refinement
The Deetken Group - MDS Vancouver
2020: Evolving Vancouver: Forecasting the Evolution of Vancouver's Business Landscape
The Sea Around Us - MDS Computational Linguistics
2021: Estimation of Worldwide MPAS Protection through a Novel Questionnaire
The Valuation Standard - ViRA360 - MDS Vancouver
2025: Quant AI-Powered IP Valuation
The Whole SHEbang: Sexual Health Education - MDS Computational Linguistics
The Question Bot: Comprehensive Sexual Health Answers To Any Question
Thomson Reuters - MDS Computational Linguistics
2021: Improving Search with Deep Learning for a Marketing Leading Accounting Research Platform
2020: Next Generation Conceptual Tagging
Translink - MDS Vancouver
2020: Project #1: Vision over Transit Incidents & Claims Project #2: “Why is my bus late?” Understanding Bus Delay in Metro Vancouver Project #3: Optimizing Transit Stops
Trilemma Capital - MDS Vancouver
2025: Forecasting Bitcoin Transaction Fees
TRIUMF - MDS Vancouver
2024: AI CALRICH 2023: CALORICH AI 2022: RICH AI 2019: NA62 Particle Classification
True North Sports + Entertainment - MDS Okanagan
Ticket Pricing Model for the Winnipeg Jets
Trusting Pixels - MDS Vancouver
2023: Softening Filter Detection on Compressed Video 2022: Project #1: Image Comparison Analysis Project #2: Photo Within Photo Detection
Two Hat Security Research - MDS Okanagan
2020: Identification of Patterns and Metrics to Distinguish Toxic and Non-Toxic Reddit Communities
UBC (Urban Data Lab) - MDS Okanagan
2021: UBC Sustainability Performance Dashboard 2020: Building Energy Use Profile Visualizations
UBC Animal Welfare Program - MDS Vancouver
2022: Cow Bonds: Visualizing and Assessing Changes in the Social Networks of Dairy Cows
UBC Centre for Teaching, Learning and Technology - MDS Vancouver
2017: Visualizing massive open online courses
UBC Cybersecurity - MDS Vancouver
2025: Sniffing for Phishing 2021: Defend UBC
UBC Department of Earth, Ocean and Atmospheric Sciences - MDS Vancouver
2023: Data Science for Polar Ice Core Climate Reconstructions
UBC Digital Emergency Medicine - MDS Vancouver
Predictive Analytics to Support HLBC 8-1-1 and HEiDi Triage.
UBC Linguistics - MDS Computational Linguistics
2020: Phase One of a Universal Graded Reader
UBC Mood Disorders Centre, Department of Psychiatry - Computational Linguistics
Building a Safe and Interpretable Guideline-Based Chatbot to Guide the Treatment of Depression
UBC Sauder School of Business - MDS Vancouver
2019: Extracting a Corporate Social Network from SEC Filings
2018: Extracting Features from Financial Documents for Predicting Firm Performance
UBC's Department of Statistics - MDS Vancouver
2025: Diverse Data Repository for Data Science Education (Katie Burak)
UBC’s Peter A. Allard School of Law - MDS Computational Linguistics
2020: Analysis of BC Negligence Decisions over 20 years
UBC’s Peter A. Allard School of Law, Legal Hackers Ontario, and Future of Law Lab (UofT) - MDS Computational Linguistics
2023: Why do Judges Allow or Deny Eviction Orders in Ontario's Residential Tenancy Board?
Unbounce
MDS Vancouver
2018: Using Survival Analysis to Finding Leading Indicators of Customer Churn MDS Computational Linguistics
2020: Closing the Feedback Loop: Identifying Customer Pain Points through NLP
University of Helsinki - MDS Vancouver
2025: Development of a Machine Learning Tool to Identify Biochemical Features of Proteins
Urban Logiq - MDS Vancouver
2020: Project #1: Analysis of Connected Vehicle Driving Behaviour as a Predictor of Accidents
Related Article
2019: Indicators of Crash Severity
Vancouver Whitecaps - MDS Vancouver
Expand to View All Past Capstone Projects 2025: Solving Set Pieces 2024:Project #1: The Global Game: Ranking Soccer Clubs Worldwide Project #2: Predicting Physical Performance of Football Players 2023:Project #1: Finding Football Talent with Wearable Technology Using PlayerMaker sensors to understand academy player performance Project #2: Terrific Touch 2022: Project #1: Disruptive Defending – Using Optical Tracking and Event Data to Evaluate MLS Players’ Defensive Performance 2022: Project #2: Passing Perfection – Using Optical Tracking and Event Data to Evaluate MLS Player's Passing Tendencies 2021: Project #1: Football Fortune Telling: Predicting MLS Performance 2021: Project #2: Match Fit - Using Optical Tracking Data to Evaluate MLS Players’ Power, Fitness & Fatigue 2020: Project #1: Modelling the Physical Performance of the Vancouver Whitecaps Related Article
2020: Project #2: Winning the Goal Differential Race
Viewpoint AI - MDS Vancouver
2022: Decision Support: Choose your Best Career Path
Visier - MDS Vancouver
2018: Automated Human Resources Insight Discovery
Westland Insurance - MDS Vancouver
2024: Augmenting Customer Retention Modelling with NLP Feature Engineering 2023: Predicting Customer Conversion 2022: Predicting Customer Retention
World Bank - MDS Vancouver
2022: How Quickly Can South Asia Transition to a Green Economy?
Partner with Us
Do you have an idea for a Capstone Project? Please visit our Employer page for more information.
