Experience

My Journey

From teaching assistant to ML researcher, each role has shaped my path in software development.

University of Windsor - Fani's Lab

AI/ML Research Assistant

University of Windsor - Fani's Lab

Academic
Windsor, ON
May 2024 - Dec 2025
  • Conducted research on neural information retrieval, team recommendation systems, and synthetic data generation
  • Co-authored paper accepted at SIGIR '25 (A* ranked conference) on transformer-based team recommendation
  • Contributed to open-source projects: OpeNTF and LADy for neural team formation
  • Developed LADy-kap extension for evaluating LLM-generated synthetic reviews
School of Computer Science, University of Windsor

Graduate Assistant - Systems Programming (COMP-2560)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Sep 2025 - Dec 2025
  • Led lab sessions teaching C programming and Linux systems concepts
  • Graded assignments and provided debugging assistance to 30+ students
  • Conducted code reviews focusing on memory management and system calls
School of Computer Science, University of Windsor

Graduate Assistant - Intro to the Internet (COMP-2057)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Jan 2025 - Apr 2025
  • Assisted course instructor with HTML, CSS, and JavaScript curriculum
  • Provided technical support to students via Brightspace and MS Teams
School of Computer Science, University of Windsor

Graduate Assistant - Systems Programming (COMP-2560)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Sep 2024 - Dec 2024
  • Instructed lab sessions on C programming and Linux system administration
  • Graded assignments and provided code reviews for 35+ students
School of Computer Science, University of Windsor

Graduate Assistant - Advanced Software Engineering (COMP-8117)

School of Computer Science, University of Windsor

Academic
Windsor, ON
May 2024 - Aug 2024
  • Supported graduate-level software engineering course
  • Assisted with project evaluations and technical guidance
Centre for Teaching and Learning, University of Windsor

Learning Management System Assistant (Ignite)

Centre for Teaching and Learning, University of Windsor

Work
Windsor, ON
Sep 2023 - Dec 2023
  • Authored 6+ how-to documentation articles and FAQ resources
  • Assisted in Brightspace LMS drop-in sessions as backup support
  • Participated in data analysis projects for internal studies
School of Computer Science, University of Windsor

Teaching Assistant - Advanced Website Design (COMP-2707)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Sep 2023 - Dec 2023
  • Graded assignments and provided feedback for 36+ students
  • Provided technical support via Blackboard, Brightspace, and MS Teams
Centre for Teaching and Learning, University of Windsor

Learning Management System Assistant (Co-op)

Centre for Teaching and Learning, University of Windsor

Work
Windsor, ON
Sep 2022 - Aug 2023
  • Assisted 250+ instructors and TAs with Blackboard and Brightspace LMS issues
  • Authored 25+ how-to documentation articles and FAQ resources
  • Led weekly team meetings to analyze and improve visitor support workflows
  • Built Brightspace Group Helper Tool - a Chrome extension for student group management
  • Developed Flow3 - a React app for visualizing CTL visitor statistics
School of Computer Science, University of Windsor

Teaching Assistant - Social Media & Mobile Tech (COMP-2097)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Jun 2023 - Aug 2023
  • Graded assignments and projects for 40+ students
  • Provided course support via Blackboard, Brightspace, and MS Teams
School of Computer Science, University of Windsor

Teaching Assistant - Intro to the Internet (COMP-2707)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Jan 2023 - Apr 2023
  • Graded assignments for 35+ students on web development fundamentals
  • Provided technical support via Blackboard, Brightspace, and MS Teams
School of Computer Science, University of Windsor

Teaching Assistant - Intro to the Internet (COMP-2057)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Sep 2022 - Dec 2022
  • Graded assignments for 25+ students
  • Provided technical support via Blackboard and MS Teams
School of Computer Science, University of Windsor

Teaching Assistant - Intro to the Internet (COMP-2057)

School of Computer Science, University of Windsor

Academic
Windsor, ON
Jan 2022 - Apr 2022
  • Graded assignments for 25+ students
  • Provided technical support via Blackboard and MS Teams