Enterprise-grade analytics solutions, simplified
Careful consideration is put into selecting the most appropriate analytics technical stack to enable flexibility, simplicity and affordability. By leveraging next-generation technologies, we achieve remarkable simplicity and efficiency gains, offering a significant step-change in performance and value.
Core Capabilities
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Data Integration & Management
We help small and medium-sized businesses streamline their data by integrating multiple sources into a unified star schema data architecture. I ensure your information is accurate, accessible, and ready for analysis following Kimball design patterns.
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Causal Analysis & Predictive Modeling
Understand the "why" behind your business performance. By leveraging advanced causal analysis methods — such as structural causal models and double machine learning — you can uncover hidden relationships and clearly distinguish correlation from causation. These methods, powered by the mathematics of 'do' calculus, empower you to develop smarter strategies and make more precise, data-driven decisions. For example, decomposing sales volume into it’s factors like distribution, price, discount, and other.
Additionally, anticipate future trends and outcomes with machine learning-powered models tailored to your business needs. Our sales forecasting solutions provide actionable foresight to keep you ahead of the competition.
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Reporting & Analytics
Transform your data into actionable insights with our tailored reporting solutions. From dashboards to in-depth analysis, I create user-friendly, visually compelling reports that empower better decision-making using the industry leading visualization software, Power BI.
Data Privacy
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Canadian privacy laws were established to protect the privacy of individuals and give them the right to access information gathered about them. The laws require organizations to take reasonable steps to safeguard information in their custody or control. They apply to personal information that is held and processed by governments and private organizations. [1]
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The Freedom of Information and Protection of Privacy Act(FIPPA) establishes a general right of access to recorded information in the custody or control of institutions subject to the legislation and protects the privacy of individuals regarding their personal information in the custody or under control of those institutions. Moreover, the Personal Health Information Protection Act (PHIPA) establishes rules for the collection, use, and disclosure of personal health information. [1]
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There isn't a single comprehensive certification specifically designed for data analytics consultants to demonstrate compliance with Canadian privacy laws. However, at Bits Concept, all tools I use to store client data adhere to several relevant certifications and frameworks:
SOC 2 Type II
GDPR
CCPA
HIPAA
References:
[1] Microsoft. (n.d.). Canadian Privacy Laws. Microsoft Azure Compliance Documentation. https://learn.microsoft.com/en-us/azure/compliance/offerings/offering-canada-privacy-laws
Technologies Used
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All data, and technical assets are securely kept in the MotherDuck.
MotherDuck is a cloud-based analytics platform designed to simplify and speed up data analysis. It combines the power of DuckDB, a high-performance in-memory database, with cloud scalability, enabling users to run complex queries on large datasets.
MotherDuck’s production infrastructure is hosted on Amazon Web Services with regular Penetration Testing, Secure SDLC, and Vulnerability Management processes in place.
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I’ve been using Microsoft’s Power BI since it was just an addon in excel over 10 years ago. Since then it has matured into a fully featured analytics visualization tool.
With an intuitive drag-and-drop interface Power BI empowers both technical and non-technical users to make data-driven decisions. Therefore, is arguably the most flexible and affordable visualization software available.
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Prefect is a modern, open-source workflow orchestration platform that simplifies the building and monitoring of data pipelines. With real-time notifications and comprehensive logging, it keeps you informed on the status of every data load, ensuring visibility and control at every step.
