Confidentiality Notice: Anonymized under confidentiality and IP agreements, these highlights demonstrate our applied AI and product development impact. For qualified inquiries, detailed materials may be shared upon partner authorization.

Talent Portal

SaaS Platform

Developed a SaaS AI recruitment tool with resume parsing, skill matching using embeddings (MiniLM/BERT), ranking, TestBot assessments, and dashboards. Automates hiring workflows for SMEs and agencies.

Efficiency Gain

60% hiring time reduction

Market Size

$35B+ global HR market

Technology

MiniLM/BERT embeddings

Key Features:

  • Resume parsing and skill matching
  • AI-powered candidate ranking
  • TestBot automated assessments
  • Real time analytics dashboards

Watershed Analytics Prototype

Machine Learning

Created an ML-based tool for water quality prediction in Lake Ontario, integrating geospatial data with models like XGBoost/LSTM for scenario modeling and UI dashboards. Supports environmental planning for conservation authorities.

Data Sources

10+ data sources integrated

Accuracy

Predictive accuracy (RMSE/R²)

Stakeholders

5+ stakeholders engaged

Key Features:

  • XGBoost and LSTM modeling
  • Geospatial data integration
  • Interactive scenario planning
  • Environmental planning support

Intelligent Digital Evidence Analyzer

AI & Forensics

Built an AI framework for data management/search in forensics, enhancing the OSCID database with link analysis and entity relationships. Funded by NSERC/OCE for investigative efficiency.

Impact

Reduced workload errors

Efficiency

Faster e-discovery

Funding

NSERC/OCE funded

Key Features:

  • AI-powered evidence analysis
  • Link analysis and entity relationships
  • OSCID database enhancement
  • Government funding secured

Bacterial Image Classification System

Computer Vision

Designed a CNN-based (MobileNetV2) system for automated bacteria species identification from images, with preprocessing and evaluation metrics. Reduces manual microbiology testing time.

Accuracy

High classification accuracy

Efficiency

Reduced dependency on experts

Technology

Reusable AI model

Key Features:

  • MobileNetV2 CNN architecture
  • Automated species identification
  • Preprocessing and evaluation metrics
  • Reduced manual testing time

3D Point Cloud Denoising and Object Removal

3D Processing

Developed an AI pipeline for cleaning Leica RTC360 laser scans, removing noise/transient objects like vehicles/birds with density filtering and motion detection. Enables accurate 3D modeling for surveying.

Efficiency

60-70% manual cleanup reduction

Quality

Improved scan accuracy

Scalability

Scalable framework

Key Features:

  • Density filtering algorithms
  • Motion detection for transient objects
  • Leica RTC360 integration
  • Accurate 3D modeling support

Predictive Maintenance for CNC Machines

Industrial AI

Created an AI solution with IoT sensors for real-time CNC component monitoring, using ML to detect faults and forecast failures. Enhances manufacturing efficiency.

Reliability

Reduced unplanned downtime

Value

Actionable recommendations

Support

NSERC/OCE supported

Key Features:

  • IoT sensor integration
  • Real time component monitoring
  • ML fault detection algorithms
  • Failure forecasting capabilities

Predictive Analytics for E-Commerce

E-Commerce AI

Built AI models for customer engagement, forecasting behavior and transaction size using historical data. Supports white-label retailers.

Revenue

CAD 200k Y1 revenue projection

Impact

Improved transaction size

Analysis

Market analysis completed

Key Features:

  • Customer behavior forecasting
  • Transaction size prediction
  • White-label retailer support
  • Historical data analysis

AI Mobile Solution for Heart Failure

Healthcare AI

Developed an app with AI for jugular vein imaging and predictive diagnostic management, integrating sensors and deep learning for early detection.

Diagnostics

Enhanced diagnostic capability

Monitoring

Remote monitoring features

Validation

Ethics-approved validation

Key Features:

  • Jugular vein imaging AI
  • Predictive diagnostic management
  • Sensor integration
  • Deep learning early detection