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Artificial Intelligence & Machine Learning Application

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Chmltech Ltd.

Vancouver, British Columbia, Canada

Quak Foo Lee He / Him

CEO

Preferred learners

Anywhere
Academic experience

Skills

algorithms artificial intelligence machine learning predictive analytics research

Project scope

What is the main goal for this project?: Our company advertises thousands of products, and we want to leverage the latest technology to gain market advantage. Applications of this technology include recommendation algorithms, predictive analytics like lifetime values, fraud detections, and classifications.
We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications.
This will involve several different steps for the students, including:
Conducting background research on our existing products and the dataset.
Analyzing our current dataset.
Researching the latest AI / ML techniques and how they could be applied to our data.
Developing an AI / ML model that provides unique outcomes or insights into our data.
Providing multiple solutions that can be applied to solve the same problem.
What tasks will learners need to complete to achieve the project goal?: By the end of the project, students should demonstrate:
Understanding of the available dataset
Understanding of the latest AI / ML techniques
Identification of ways in which AI / ML can be applied to our company
Bonus steps would include:
Providing multiple versions of potential models
Final deliverables should include
A final report on the dataset, the problem solved, methodologies and approaches, outcomes and results, and recommended next steps.
Source materials such as code and workbooks.
What is the main goal for this project?: Our company advertises thousands of products, and we want to leverage the latest technology to gain market advantage. Applications of this technology include recommendation algorithms, predictive analytics like lifetime values, fraud detections, and classifications.
We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications.
This will involve several different steps for the students, including:
Conducting background research on our existing products and the dataset.
Analyzing our current dataset.
Researching the latest AI / ML techniques and how they could be applied to our data.
Developing an AI / ML model that provides unique outcomes or insights into our data.
Providing multiple solutions that can be applied to solve the same problem.
What tasks will learners need to complete to achieve the project goal?: By the end of the project, students should demonstrate:
Understanding of the available dataset
Understanding of the latest AI / ML techniques
Identification of ways in which AI / ML can be applied to our company
Bonus steps would include:
Providing multiple versions of potential models
Final deliverables should include
A final report on the dataset, the problem solved, methodologies and approaches, outcomes and results, and recommended next steps.
Source materials such as code and workbooks.
How will you support learners in completing the project?: Students will connect directly with us for mentorship throughout the project. We will be able to provide answers to questions such as:
Our current products and applications of AI / ML
The current data set and guidance in navigating it
Current industry standard approaches to AI / ML
Input on choices, problems or anything else the students might encounter.

About the company

https://www.chmltech.com
0 - 1 employees
Business & management

Chmltech Ltd. is a distinguished business and technology consultancy specializing in Artificial Intelligence (AI) and Machine Learning (ML). Since our founding in 2008, we have been dedicated to transforming businesses by integrating advanced AI and ML technologies. Our expertise lies in crafting tailored solutions that leverage the power of intelligent algorithms to solve complex business challenges and enhance operational efficiency.