Adnan Jafar

FAQ About Adnan Jafar

• What is Adnan Jafar's address?

  Adnan Jafar is located at
  Toronto, Ontario, Canada

• What is Adnan Jafar's job title?

  Adnan Jafar is a
  During my PhD research and current research job at McGill Diabetes Technology Lab, I developed and clinically tested advanced machine learning (ML) and reinforcement learning algorithms. Specifically, I have worked on the following ML projects: 1. Developed three AI algorithms (using single-agent reinforcement learning, nearest-neighbors-based reinforcement learning, and multi-agent reinforcement learning) and clinically tested them in a 16-week outpatient clinical study to recommend personalized insulin treatment to individuals with type 1 diabetes. Additionally, these AI algorithms were tested on a dataset of 23 individuals with type 2 diabetes over 4 weeks. The single-agent reinforcement learning algorithm for insulin recommendation has been acquired by Bigfoot Biomedical (now Abbott). 2. Worked on supervised machine learning algorithms (SVM, logistic regression, deep NN, random forest) to predict future glucose trajectories. These algorithms were tested using in-silico data generated from a validated simulator. 3. Developed a clustering-based reinforcement learning algorithm to predict personalized recommendations for high-fat meals and postprandial exercises. This algorithm was tested on four real-world individuals and a validated simulator. 4. Currently investigating the application of foundational models to provide precision recommendations, including both behavioral recommendations and treatment suggestions. Mcgill University

• What industry does Adnan Jafar currently work in?

  Adnan Jafar currently works in the
  Mcgill University

• What is Adnan Jafar's area of expertise?

  Adnan Jafar specializes in
  During my PhD research and current research job at McGill Diabetes Technology Lab, I developed and clinically tested advanced machine learning (ML) and reinforcement learning algorithms. Specifically, I have worked on the following ML projects: 1. Developed three AI algorithms (using single-agent reinforcement learning, nearest-neighbors-based reinforcement learning, and multi-agent reinforcement learning) and clinically tested them in a 16-week outpatient clinical study to recommend personalized insulin treatment to individuals with type 1 diabetes. Additionally, these AI algorithms were tested on a dataset of 23 individuals with type 2 diabetes over 4 weeks. The single-agent reinforcement learning algorithm for insulin recommendation has been acquired by Bigfoot Biomedical (now Abbott). 2. Worked on supervised machine learning algorithms (SVM, logistic regression, deep NN, random forest) to predict future glucose trajectories. These algorithms were tested using in-silico data generated from a validated simulator. 3. Developed a clustering-based reinforcement learning algorithm to predict personalized recommendations for high-fat meals and postprandial exercises. This algorithm was tested on four real-world individuals and a validated simulator. 4. Currently investigating the application of foundational models to provide precision recommendations, including both behavioral recommendations and treatment suggestions.

• Which languages does Adnan Jafar speak? 

  Adnan Jafar speaks the following languages:
  No languages available.

• Which industries has Adnan Jafar previously worked in?   

  Adnan Jafar has prior experience in the following industries:
  University Of Sannio , Air University , Institute Of Space Technology , Ghulam Ishaq Khan Institute Of Engineering Sciences And Technology , East West Infinit

• What is Adnan Jafar’s work experience?  

  Adnan Jafar has the following professional experience:
  Mcgill University , University Of Sannio , Air University , Institute Of Space Technology , Ghulam Ishaq Khan Institute Of Engineering Sciences And Technology , East West Infinit .

• How can I find Adnan Jafar on LinkedIn?  

  You can view Adnan Jafar’s
  LinkedIn profile at LinkedIn URL.

• What are Adnan Jafar’s work email addresses?  

  Adnan Jafar’s work email addresses are
  [email protected] .

• What company does Adnan Jafar work for?  

  Adnan Jafar works at
  Mcgill University