Machine Learning & Gen AI
AI solutions. Real results.
Unlock value with traditional ML and modern GenAI solutions.
Traditional Machine Learning
Our team specializes in traditional machine learning. We’ve worked on strategic projects that have helped our clients unlock true business value. From business problem understanding to, data pre-processing, model development, selection, tuning, evaluation, and deployment, we will work hand-in-hand with your team throughout the entire process to develop the business solution and results that you need to achieve top-line revenue gains or cost optimization.
Forecasting & Optimization
Forecasting & optimization algorithms remain a critical and powerful tool for businesses. Whether it’s inventory or loans optimization, or market and product forecasting, our firm can help guide and implement the right solution for your business problem.
Gen AI, NLP, Agents & Apps
Gen AI is at the forefront of technology today. Our firm is solving Gen AI problems for our clients daily, we are augmenting employee and customer satisfaction using generative AI applications and agents. Leverage our experience in the space to get and stay ahead of your competition.
Recent client successes.
With extensive experience across industries such as airlines, CPG, financial services, pharmaceuticals, retail, and sports, our analytics team delivers a portfolio of solutions tailored to your unique needs.
GenAI medical insights
Our global pharmaceutical client sought insights into prescribing behaviors and patient perceptions. We developed an AI agent to generate summaries of key conversations and categorize them effectively.
Technologies
Anomaly detection
Our CPG client sought to identify irregularities in sales data, including unexpected spikes and drops. To address this, our team developed a machine learning model on Nielsen data to detect and alert on change points and outliers.
Technologies
Supply chain optimization
Our global pharmaceutical wholesaler client wanted a custom model to minimize costs in their supply chain. We built an optimization model and business rules to recommend the optimal order quantities for each product.
Technologies
By the numbers.
Our clients' satisfaction is our top priority. We take pride in delivering excellence in every engagement.
$5M+
yearly recurring cost savings
50+
technical certifications earned
Valuable
Business Insights Discovered
Your GenAI team.
Meet your potential project team. Our Gen AI specialists are here to bring your ideas from concept to reality.
Biographie
William is the CEO and Founding Partner of Compass Analytics. With 10+ years of experience helping enterprises drive value with analytics, William has worked in the airline, pharmaceutical, and higher education industries, where he’s built analytical solutions that have generated and saved millions of dollars for organizations.
Based in Montréal, William earned his Bachelor of Commerce in Business Technology Management and Data Intelligence at Concordia University and his Master of Management in Analytics from Queen’s University. Outside of work, he loves to travel with his fiancée Melissa and often tries out different airlines and cuisines worldwide.
Domaines d'expertise
- Customer Analytics
Industries
- Data Engineering
- Alteryx
- Databricks
Certifications
- Alteryx - Designer Core Certification
- AWS - Certified Cloud Practitioner
- Databricks - Lakehouse Fundamentals
- Alteryx - Server Administration
William Chan
Founder and CEO
Biographie
Scott is the Managing Partner of Compass Analytics. With a proven track record of creating real organizational change through digital and data transformations, Scott specializes in data strategy development, execution, and change management – all required for analytics transformation success. Scott brings a unique and practical perspective to the table with 8+ years of data analytics experience across various industries, from consulting and CPG to retail and pharmaceuticals.
Based in Montréal, Scott earned his Bachelor of Commerce in Finance and Data Intelligence from Concordia University. Outside of work, he is an avid golfer, traveler, and loves to spend time walking up Mount Royal.
Domaines d'expertise
- Data Strategy and Transformation Planning
- Data Literacy and Training
- Office of Finance
- Pharmaceuticals
- Retail
- Consumer Product Goods
Industries
- Data Engineering
- Alteryx
- Databricks
Certifications
- Alteryx Designer Core
- Alteryx Partner Certified
- AWS Certified Cloud
- Practitioner
Scott Carr
Partner
Biographie
Emery Dittmer is an Analytics Manager and Project Scrum Master at Compass Analytics. Emery brings close to a decade of experience with a proven track record in leading data-driven projects that enhance decision-making and operational efficiency. He specializes in project management, data strategy, business intelligence, and data science. His technical expertise spans across Alteryx, Power BI, Tableau, Sigma, Streamlit, Python, Snowflake and Databricks to name a few. He has successfully transitioned organizations to advanced analytics platforms, unlocking significant insights and reducing time to analysis.
Based in Montreal, Emery holds a Master of Management in Analytics from McGill University. Outside of work, Emery is passionate about sports, particularly running, hiking and rock climbing, you can usually see him at the climbing gym testing some new routes, or kicking back with some friends.
Domaines d'expertise
Industries
- Data Engineering
- Alteryx
- Databricks
Certifications
- Dataiku - Core Designer Certificate
- Microsoft - DP-600: Fabric Analytics Engineer Associate
- Microsoft - AZ-900: Azure Fundamentals
- Microsoft - PL-300: Power BI Data Analyst Associate
- Tableau - Desktop Specialist
- Alteryx - Designer Core Certification
- Alteryx - Designer Advanced Certification
- PMI - Certified Associate in Project Management
- Dataiku - ML Practitioner Certificate
- Dataiku - Advanced Designer Certificate
Emery Dittmer
Analytics Manager
Biographie
Ethan Pirso is a Data Scientist and Machine Learning Engineer based in Montreal, Quebec, specializing in healthcare analytics and pharmaceutical solutions. As an Analytics Consultant at Compass Analytics, Ethan builds data pipelines, develops web applications, and leads generative AI projects. Leveraging platforms like Dataiku, Databricks, and AWS, he creates diverse data solutions to tackle complex challenges.
Ethan holds a Master of Management in Analytics from McGill University, with a strong foundation in Neuroscience, Statistics, and Computer Science that fuels his passion for transforming healthcare in Canada. Outside of work, Ethan enjoys staying active—you'll likely find him rock climbing or cycling around Old Montreal.
Domaines d'expertise
- Healthcare
Industries
- Data Engineering
- Alteryx
- Databricks
Certifications
- Databricks - Lakehouse Fundamentals
- Dataiku - Core Designer Certificate
- Dataiku - Generative AI Practitioner Certificate
- Alteryx - Designer Core Certification
- Databricks - Azure Databricks Platform Architect
- Dataiku - ML Practitioner Certificate
- Dataiku - Advanced Designer Certificate
- Databricks - Generative AI Fundamentals
- Dataiku - MLOps Practitioner Certificate
- Dataiku - Developer Certificate
- Microsoft - PL-900: Power Platform Fundamentals
- Alteryx - Server Implementation
Ethan Pirso
Analytics Consultant
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