Huan Vo

- Leveraged Large Language Models (LLMs) to automate the suppression of false-positive cybersecurity events. - Developed a chatbot agent in Amazon Bedrock capable of utilizing various tools to assist cybersecurity engineers. - Created a real-time dashboard to trace user interactions with the chatbot for debugging and detailed analysis. - Built a chatbot agent leveraging OpenAI models to summarize URLs and generate security reports in a standardized format. - Trained and deployed a fine-tuned RoBERTa model to predict MITRE tactics associated with security events. - Developed a Python solution to fetch and consolidate data from multiple sources.

Technical Lead: - Created an NLP model to predict claim operations by stacking a fine-tuned transformer RoBERTa model and the AutoML framework MLjar. - Refactored the entire pricing modeling pipeline into a scikit-learn-compatible AutoML class with MLflow integration for experiment tracking in commercial auto insurance. - Built an automated price optimization framework for home insurance. - Developed pricing models using XGBoost and Generalized Additive Models (GAM). - Delivered onboarding presentations and mentored junior team members. - Led data preparation, modeling pipeline development, and model validation processes.

I was a data scientist within an Analytics team at Aviva that was responsible for building pricing models on multi-billion dollar books of business. - Created a Python prototype of a price optimization framework that could partially replicate Radar price optimization software. - Built pricing models for auto insurance, home insurance, and commercial property insurance using advanced machine learning techniques. - Constructed a territorial model for home insurance using XGBoost and model stacking.

I was a course instructor for various mathematics courses at the University of Toronto. The courses I taught were MAT137, MAT237, MAT235, and MAT232, which are different versions of calculus. My duties included: - Delivered regular lectures to students. - Attended meetings with instructors to prepare tests and exams. - Designed quizzes, midterms, and final exams. - Conducted regular office hours to answer students' questions. - Invigilated and graded exams. I was also a teaching assistant for various first- and second-year mathematics courses at the University of Toronto. My past courses were MAT135, MAT223, MAT137, MAT186, MAT187, MAT188, MAT235, MAT237, and MAT334. My duties included: - Delivered regular tutorials to students. - Graded assignments and midterms. - Conducted regular office hours. - Invigilated exams.

I was a teaching assistant for various first- and second-year mathematics courses at the University of British Columbia. My duties included: - Delivered regular tutorials to students. - Graded assignments and tests. - Invigilated exams.

I was working on a project with a faculty member at Nanyang Technological University. My duties included: - Surveyed relevant literature for the research project. - Attended weekly meetings with the supervisor and PhD students. - Participated in learning seminars. - Conducted tutorials for first-year mathematics courses. - Prepared a final report.

First class honors