Junior Maths Enrichment Tutor, University College Dublin
Provided advanced olympiad-level tutoring by breaking down complex problems into structured solution strategies. Trained students in probabilistic reasoning, combinatorics, and proof techniques under time constraints to improve their competitive performance. The work functioned as an instructional AI-training substitute by teaching models/students to reason with structured, explainable steps. • Delivered advanced problem-solving sessions for competitive mathematics. • Coached probabilistic and combinatorial reasoning workflows. • Guided proof technique practice under timed conditions. • Built targeted frameworks for solving unfamiliar competition problems.