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

Part-time or contract ML work alongside the MSc, roughly 20 to 24 hours a week during term and more between terms, remote or in the Barrie to Toronto corridor. Also open to research collaboration in scientific ML, interpretability, and ML for healthcare. The fastest path to a conversation is the contact form or a direct email to tirtheshjani@gmail.com.