Unlocking Possibilities with Applied Machine Intelligence: A Story of Shachi Winton’s Vision 

Artificial intelligence (AI) has transformed the way we approach problems, unlocking potential across industries. But what if AI could help you focus on what truly matters—saving time, improving efficiency, and enhancing lives? For Shachi Winton, Program Lead for the Applied Machine Intelligence (AMI) degree at CPS, this vision isn’t just theoretical; it’s the reality she has dedicated her career to creating. 

From Emergency Rooms to Classrooms: Winton’s Journey 

While pursuing her doctorate at the University of Manitoba, Winton revolutionized patient care in emergency departments by applying artificial intelligence. Her research optimized patient flow using an innovative mobile tracking system that streamlined hospital operations, allowing healthcare workers to focus on what mattered most—patients. Through her work, Winton demonstrated how AI can solve real-world problems with tangible impact. 

Since 2023, Winton has led the AMI program, inspiring students to develop AI solutions that save time, optimize systems, and enhance quality. She envisions a future where graduates apply these principles across healthcare, finance, human resources, and beyond. 

What is Applied Machine Intelligence? 

Applied Machine Intelligence (AMI) is the practical use of AI to solve real-world problems. Unlike creating algorithms, the focus of the AMI program is on applying AI techniques such as machine learning, computer vision, natural language processing (NLP) and large language models (LLMs) to make everyday tasks faster, smarter, and more effective. 

“People in the course won’t learn how to design a car; they’ll learn how to drive it,” says Winton. “We teach students how to apply different algorithms to the real-world problem they are tackling.” 

Students can expect to explore applications like chatbots that enhance customer service and predictive analytics that revolutionize decision-making processes. By the end of the program, they’ll have hands-on projects to showcase their skills to potential employers. 

Who is AMI For? 

According to Winton, the AMI program is for everyone—whether you’re a seasoned professional looking to adapt to the AI-driven economy or a newcomer eager to enter a rapidly growing field. 

“In today’s world, knowing AI is essential,” Winton explains. “It doesn’t matter what field you’re in—AI can speed up processes, provide valuable insights, and help make better decisions.” 

The AMI Program: A Path to Innovation 

The two-year master’s program is designed to prepare students for high-demand careers in industries such as healthcare, pharmaceuticals, and finance. For those without a tech background, the program offers a six-month preparatory semester covering essential skills like Python programming, research methods, and mathematical concepts. 

Once in the master’s program, students dive into AI fundamentals, work on real-world challenges, and gain practical experience through capstone projects. Partnerships with companies like Deloitte allow students to solve real business problems, showcasing their talents to potential employers. 

Learning Beyond the Classroom 

Each course in the AMI program begins with a question: How can we solve this problem using AI? Students tackle challenges and develop projects that directly translate into real-world experience, making them job-ready upon graduation. 

Through collaborations with local startups and industry leaders, students gain exposure to cutting-edge innovations. Whether it’s optimizing hospital workflows or improving customer experiences, the opportunities to make an impact are limitless. 

The Bigger Picture 

Winton’s own research illustrates the immense potential of applied AI. From developing algorithms to optimize patient care to designing mobile robotic systems that streamline emergency departments, her work proves that AI isn’t just a buzzword—it’s a tool for real change. 

For prospective students, the AMI program offers more than a degree; it’s a chance to join a growing field where technology meets human ingenuity. With AI reshaping industries, those equipped with applied machine intelligence skills will be at the forefront of this transformation. 

“AI isn’t just about solving problems faster; it’s about solving them smarter,” Winton says. “The possibilities are endless, and we’re here to help our students unlock them.” 

Learn more about the Applied Machine Intelligence Program.