Now

What I am building

• First term of the MSc in Computer Science at Lakehead University's Barrie STEM Hub: research methodology, AI coursework, and a written thesis proposal on an interventional ablation audit framework for EEG classifiers.
• A public pilot repository for that audit framework, so the method behind the two manuscripts has a runnable, inspectable home.
• Winter 2027 applications for research internships and a Mitacs Accelerate project.

Recently shipped

• An essay on FHIR for AI/ML engineers, covering what the spec gets right and where it bites in real pipelines.

What I am open to

Research collaboration on testing what ML models rely on. The fastest path to a conversation is the contact form or a direct email to tirtheshjani@gmail.com.