Some projects we’ve worked on:
Insurance Claims Analysis
Sector: Insurance
Description: Wrangling of tabular and unstructured data from multiple sources to train AI classifiers. Allowed automated processing of Home and Auto insurance claims.
Tags: NLP, Unstructured Data, Data Science
Biotech Knowledge Management
Sector: Pharmaceuticals
Descriptions: Internal initiative by a major pharmaceutical company to help its R&D teams innivate faster. It combined generative AI, knowledge management and connecting multiple data sources, both internal and external.
Tags: Generative AI, Data Management
Simulation Based Training
Sector: Defence and Security
Description: Statistical analysis, machine learning and advanced modeling to evaluate the performance of training conducted in virtual environments.
Tags: Statistical Analysis, Machine Learning, Simulation, Modeling
Corporate Dashboard
Sector: Telecommunications
Description: Design and delivery of a corporate dashboard displaying sales adn profits by business lines for a telco’s board meetings.
Tags: Data Warehouse, Business Intelligence, ETL
Banking Data Warehouse
Sector: Financial Services
Description: Complete redesign of a major data warehouse infrastructure for a large bank.
Tags: Data Warehouse, Business Intelligence, Data Management, Security
Geospatial Modeling and Simulation
Sector: Geographic Information Systems
Description: Automatic generation of dynamic synthetic environments by combining geospatial data (satelite images, drone footage, terrain mapping, etc.) with modeling tools.
Tags: GIS, Machine Learning
Social Media 'Monitoring and Analysis
Sector: Government
Description: Ingesting huge amounts of data, performing real-time analysis on the data flows and presenting the results as dynamic dashboards.
Tags: Data Engineering, Natural Language Processing, Clustering, Network Analysis
Advanced Customer Segmentation
Sector: Retail
Description: RFM Analysis (Recency, Frequency, Monetary Value) for a retailer with hundreds of locations in North America to enable personalized marketing offerings.
Tags: Data Engineering, Natural Language Processing, Clustering, Network Analysis
AI Roadmap
Sector: Manufacturing
Description: Create a roadmap for future products integrating AI
Tags: AI Strategy
Loyalty Program
Sector: Hospitality
Description: Identify loyalty program factors most likely to move a member to a higher value category.
Tags: Machine Learning, Regression Analysis