Where the work became real.

Currently pursuing an MSc while building toward AI engineering: agentic AI systems, software-engineering automation, and practical machine-learning tools that help teams reason through complex work.

• Focusing on agentic AI for software engineering, test generation, and developer-facing automation.
• Connecting research work with production-minded engineering habits: evaluation, reliability, and maintainable systems.

Research collaboration with Mozilla and the University of Calgary developing an agentic GPT-4 tool for Firefox QA test-plan generation. The tool ingests seed cases, feature descriptions, and scope, then drafts candidate test cases for review.

• Paper in preparation on how agentic prompting strategies affect test-case coverage.
• Continuing collaboration on Mozilla Bugbug, bug-classification automation for Bugzilla.

Worked on Bugbug, Mozilla's open-source ML pipeline for bug triage on Bugzilla. Shipped two production models and integrated the training workflow with modern observability.

• Shipped a model that auto-tags accessibility-related bugs on Bugzilla.
• Shipped a spam-comment classifier that quietly removes Bugzilla noise.
• Integrated training with Weights & Biases for interpretability and metric comparison.
• Moved model training onto TaskCluster, Mozilla's CI platform, for compute flexibility.

Filtered and analysed organisational data for an Italian NGO improving healthcare access across African countries. Surfaced insights from raw field data.

Contributed to scikit-learn, the open-source machine learning library for Python. Worked within a mature scientific software community, learning the contribution process, review culture, and maintenance standards behind widely used developer tools.

• Contributed code and documentation improvements through the public review workflow.
• Built stronger habits around testing, maintainability, and reading large open-source codebases.

Led the ZJUT Social Media Team, an international student club focused on campus storytelling, community building, and student events. Helped grow the team beyond social media into an organizing, leadership, and welfare-feedback group for international students.

• Led a 20-person student team recognized as best university club in 2020 and 2021.
• Planned social and cultural campus events reaching more than 2,000 international students.
• Collaborated with student clubs to create videos and campus-life stories for university social channels.
• Collected yearly student-welfare feedback and helped inform international college planning.