Marleena Roshan

Marleena Roshan

Counsel

Building an agentic workforce to support lawyers

Toronto, Canada

About

Recent Ontario Bar Call and certified privacy professional. I am passionate about building AI automations into lawyers' workflows to save us time and strengthen the representation of our clients. Privacy by design is incredibly important to me in creating secure applications. I have a keen interest in developing legal tools directly inside LLM workspaces (recently I have been exploring Claude Artifacts) and safely building out multi-agent systems.

2 Projects

Privacy Legislation Tracker & DPA Builder

Web AppOpen Access

A US and Canadian privacy law tracker and compliance platform that pulls the latest legislative and enforcement updates across both jurisdictions. The platform allows users to compare privacy laws side-by-side and stay informed on regulatory developments. It also includes a DPA builder by jurisdiction, where clauses can be assembled via clause library and AI can assist in drafting. The project is still under active development, but you can view the site here (https://privacyjd.com). Its free to use and will be made open source so that others can build on it.

Co-Parenting Schedule Builder (Built for Family Lawyers)

Web AppOpen Access

This tool was built specifically for family lawyers in Ontario (and adaptable for similar jurisdictions). It is a AI-powered legal tool that analyzes the clients' unique family circumstances including work schedules, school and extracurricular activities, parenting preferences, holidays, special needs, and other relevant factors to automatically generate optimized, child-focused parenting time schedules suitable for court submission.

Philosophy

"Privacy by Design "

When building these apps, a major priority is earning lawyers’ trust so they feel comfortable using these tools within their workflows. I bake in PI sanitization, prompt deletion upon request, data minimization, and self-hosted deployments for full control.

"Accessibility "

I strongly believe that legal technology should be accessible to everyone and not locked behind a tiered system. Solo practitioners and large firms alike deserve equal access to legal tools that help them represent their clients as effectively as possible.

"Standing on the shoulders of giants"

To contribute to open-source legal tools so we can build on existing innovation, combine ideas, and create more powerful tools.