Time Series Forecasting
Background Our client is a platform which aims to streamline end-to-end supply chain processes for fast growing e-commerce organizations. They acquire customer inventory data from several channels, notably Shopify and Amazon, and store this data in a PostgreSQL database hosted on AWS. The available historical data ranges from several weeks to well over a year […]
Automating Text Retrieval via an OCR tool
Background Our client is a lead generation startup which aims to accelerate the time to connect general contractors with relevant construction projects. To provide this service in real-time, up-to-date information about construction projects – from early development to completion – is collected & utilized in an in-house matching algorithm. Hence, leads are generated with minimal […]
Predicting the Capacity and Propensity to Repay a Loan
Background Our client is a Canadian instant loan provider specializing in non-credit check loans and offering consumers alternative credit. In the loan approval process, the past 3-months of user transaction history is collected and underwriters utilize this data along with a generic rule-based scoring method to make decisions on whether a client should receive a […]
Topic Modelling on Technician Notes
Background Our client is one of Canada’s largest construction vehicle suppliers. They employ thousands of skilled technicians across multiple provinces to support their clients and are known for their excellent customer service and quality of work. The technicians handle repair and maintenance services for their client’s purchased vehicles. For each job that a technician performs, […]
Real-time Data Streaming Pipeline Optimization
Background Our client is providing advanced agriculture tools and digital information to farmers to become more profitable. The company utilizes sensor solutions and provides real-time and actionable insights. It also provides farmers with the power to control their operating costs. Their product is a solution that saves farms over $20,000 annually by improving energy efficiency […]
E-commerce Customer Segmentation
Background Our client is a company manufacturing consumer electronic products like mobile devices, printers, computer monitors and so on, who is leading the electronic goods merchant wholesalers industry for many years. Their advanced data analytics team connected to Beam Data for the machine learning solution on predicting their top merchandize sales and marketing strategies on […]
Lookalike Models for Audience Expansion
Background Our client is one of the largest news publishers in North America. With their print and digital formats reach millions of readers every week, they lead the national discussion by engaging audiences through its prestigious coverage of news, politics, business, investing and lifestyle topics, across multiple platforms. The Beam Data team worked with the […]
Integrated AI Content Search
Executive Summary WeCloudData is one of the fastest growing Data & AI training companies in the world. Since 2016, WeCloudData has trained and helped thousands of students and clients level up their data skills and mature their data organizations. As organizations continue to undergo digital transformations all over the world, enterprises are experiencing pains that […]
Personalized Recommender Systems
Background Our client is one of Canada’s most well-established and decorated news outlets. They have been the recipient of numerous journalism awards and have a reach of millions of readers for their print and digital content across all news categories. In the early to mid 2010s, our client began to shift its focus towards their […]
Job Market Analysis
Executive Summary WeCloudData is one of the fastest growing Data & AI training companies in the world. Since 2016, WeCloudData has trained and helped thousands of students and clients level up their data skills and mature their data organizations. Understanding the job market is a central business need for many organizations and for all HR […]