Successful AI implementations and innovative solutions
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.
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.
60% hiring time reduction
$35B+ global HR market
MiniLM/BERT embeddings
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.
10+ data sources integrated
Predictive accuracy (RMSE/R²)
5+ stakeholders engaged
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.
Reduced workload errors
Faster e-discovery
NSERC/OCE funded
Designed a CNN-based (MobileNetV2) system for automated bacteria species identification from images, with preprocessing and evaluation metrics. Reduces manual microbiology testing time.
High classification accuracy
Reduced dependency on experts
Reusable AI model
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.
60-70% manual cleanup reduction
Improved scan accuracy
Scalable framework
Created an AI solution with IoT sensors for real-time CNC component monitoring, using ML to detect faults and forecast failures. Enhances manufacturing efficiency.
Reduced unplanned downtime
Actionable recommendations
NSERC/OCE supported
Built AI models for customer engagement, forecasting behavior and transaction size using historical data. Supports white-label retailers.
CAD 200k Y1 revenue projection
Improved transaction size
Market analysis completed
Developed an app with AI for jugular vein imaging and predictive diagnostic management, integrating sensors and deep learning for early detection.
Enhanced diagnostic capability
Remote monitoring features
Ethics-approved validation