AY: 2025 -2026

• 1st semester – Mathematics 20  – Precalculus: Functions and Graphs
• 2nd semester – Mathematics 21  – Elementary Analysis 1

AY: 2026 -2027 (Mentoring)

Qualified Scientist/ Technical Adviser (Ongoing) Project: RADAR: Regression-Based Agricultural Drought Analysis and Risk Prediction in Cavite Using Multi-Year NASA POWER Climatological Data, Random Forest, SHAP, and ALE Cavite Science Integrated School (RSHS) – Senior High School (STEM)

• Provide hands-on mentorship to STEM students in Python programming, applied machine learning (Scikit-learn), and Explainable AI.

• Lead live coding demonstrations and provide rigorous validation of student-developed predictive models.

• Guide the application of advanced computational methods to solve local agricultural challenges.

Qualified Scientist/Technical Adviser (Ongoing) Project: Modified Parameterized Gaussian Error Linear Unit (MP-GELU): Mathematical Analysis and Stable Gradient Propagation in Deep Neural Networks

Parañaque Science High School – Junior High School (STEM)

• Provide hands-on mentorship to STEM students in standard calculus, PyTorch, and deep learning systems engineering.

• Lead the development of baseline implementations (PGELU) and guide the mathematical derivation, asymptotic analysis and implementation of their MPGELU activation function.

• Supervise architectural design, live coding demonstrations, and of custom CNN training scripts and comparative benchmarking.