Contract via TCS. Co-developed a generative AI Figma → Angular converter (responsive, accessible); backed by a $5M production investment and later exposed as an MCP server for GitHub Copilot integration. Automated QA test-case authoring and execution in ALM using GenAI, accelerating regression coverage and reducing manual effort. Created a GitHub Copilot extension fine-tuned for AngularJS→Angular upgrading to automate safe API migrations and modernize legacy components.

Software Developer Intern at Tata Consultancy Services (TCS)

August 1, 2025 - October 17, 2025

Built a churn risk prediction model with XGBoost for BMO business banking. Implemented OCR-based translation pipelines for RBC to support multilingual document workflows across enterprise systems. Automated Enbridge’s SharePoint migration by creating custom tools. Developed a resume-screening tool using semantic vectorization. Led development of a ROS 2–based autonomous wheelchair using A*/RRT* planning and YOLO for obstacle detection. Prototyped a food calorie estimation tool using photogrammetry and 3D computer vision.

Project Manager — AI Research at QMind (Queen’s AI Club)

May 1, 2025 - Present

Managing a 6-person team for deepfake/AI-video detection research; preparing a paper and live demo for CUCAI, Canada’s largest university AI conference. Project involves combining spatial artifact analysis with temporal consistency; responsibilities include milestones and weekly sprints.

Undergraduate Teaching Assistant at Queen’s University

April 1, 2023 - October 17, 2025

Taught tutorials and held office hours for CISC 101 and 121, supporting 100+ students with assignments and exams. Built an autograder system to streamline marking, reducing grading time by 36%.