Conducting AI systems research focusing on tool use and agent architecture. Developing software systems for agent operation and communication, collaborating with the research team on cutting-edge projects in agentic AI under MILA affiliation.

AI Engineering Intern at Humanware

May 1, 2025 - December 1, 2025

Designed multi-agent system for natural language desktop control, coordinating LLM orchestrator with specialized web/GUI agents and MCP integrations. Implemented Langfuse tracing for nested agent workflows, for systematic prompt optimization and regression testing.

Freelancer at Infohealth

January 1, 2024 - Present

Designed and implemented a tool-augmented agent chatbot for customer service, with global state management, evals, and security railguards. 20+ completed projects, 100% job success rate: projects include data analysis, ML, LLMs.

NLP Research Assistant at Université de Montréal

May 1, 2023 - September 1, 2023

Helped design and build the dataset prep pipeline: Collected and preprocessed the data corpus and set up Retrieval Augmented Generation. Designed and built the language model evaluation module, based on state-of-the-art LLM benchmarks.

Junior Developer at Beneva

May 1, 2022 - April 1, 2023

Maintained the customer platform by working on various issues with the team using React, Java, Jira, Typescript, Azure… Contributed to CI/CD and deployment processes on Azure with automated testing and staging validation.