General Member @ Google Developer Groups McMaster University

• Collaborated with students and professionals to explore Google technologies.
• Engaged in talks, TensorFlow workshops, and AI discussions.
• Helped organize campus ML-related events and study jams.

Software Engineer Intern @ Ericsson

• Worked in a hybrid Agile team to develop internal automation tools.
• Used TensorFlow for ML tasks and integrated Scikit-Learn models.
• Collaborated with QA and PM teams to deliver production-ready software.

Software Developer @ One iota Golf Inc.

• Built responsive frontend features in React.js and JavaScript.
• Integrated APIs and enhanced user interactivity across the web app.
• Contributed as a freelance engineer to launch MVP features on schedule.

Machine Learning Engineer @ Blue Guardian

• Developed ML models using TensorFlow and Keras for behavioral insights.
• Deployed models to production using Dockerized pipelines.
• Worked remotely with a cross-functional team on health analytics.

Team Member @ McMaster Artificial Intelligence Society

• Participated in AI hackathons and community learning initiatives.
• Led workshops on applied machine learning with TensorFlow.
• Mentored junior members and supported student-led AI research.